Heterogeneous Effects

Author

Prerequisites

Outcomes

  • Understand potential outcomes and treatment effects

  • Apply generic machine learning inference to data from a randomized experiment

# Uncomment following line to install on colab
#! pip install fiona geopandas xgboost gensim folium pyLDAvis descartes
import pandas as pd
import numpy as np
import patsy
from sklearn import linear_model, ensemble, base, neural_network
import statsmodels.formula.api as smf
import statsmodels.api as sm
from sklearn.utils._testing import ignore_warnings
from sklearn.exceptions import ConvergenceWarning

%matplotlib inline
import matplotlib.pyplot as plt
import seaborn as sns

In this notebook, we will learn how to apply machine learning methods to analyze results of a randomized experiment. We typically begin analyzing experimental results by calculating the difference in mean outcomes between the treated and control groups. This difference estimates well the average treatment effect. We can obtain more nuanced results by recognizing that the effect of most experiments might be heterogeneous. That is, different people could be affected by the experiment differently. We will use machine learning methods to explore this heterogeneity in treatment effects.

Background and Data

We are going to use data from a randomized experiment in Indonesia called Program Keluarga Harapan (PKH). PKH was a conditional cash transfer program designed to improve child health. Eligible pregnant women would receive a cash transfer if they attended at least 4 pre-natal and 2 post-natal visits, received iron supplements, and had their baby delivered by a doctor or midwife. The cash transfers were given quarterly and were about 60-220 dollars or 15-20 percent of quarterly consumption. PKH eligibility was randomly assigned at the kecamatan (district) level. All pregnant women living in a treated kecamatan could choose to participate in the experiment. For more information see [hetACE+11] or [hetTri16].

We are using the data provided with [hetTri16].

url = "https://datascience.quantecon.org/assets/data/Triyana_2016_price_women_clean.csv"
df = pd.read_csv(url)
df.describe()
rid_panel prov Location_ID dist wave edu agecat log_xp_percap rhr031 rhr032 ... hh_xp_all tv parabola fridge motorbike car pig goat cow horse
count 1.225100e+04 22768.000000 2.277100e+04 22771.000000 22771.000000 22771.000000 22771.000000 22771.000000 22771.000000 22771.000000 ... 22771.000000 22771.000000 22771.000000 22771.000000 22771.000000 22771.000000 22771.000000 22771.00000 22771.000000 22771.000000
mean 3.406884e+12 42.761156 4.286882e+06 431842.012033 1.847174 52.765799 4.043081 13.420404 0.675157 0.754908 ... 3.839181 0.754908 0.482148 0.498661 0.594792 0.470511 0.536691 0.53858 0.515041 0.470247
std 1.944106e+12 14.241982 1.423541e+06 143917.353784 0.875323 45.833778 1.280589 1.534089 0.468326 0.430151 ... 1.481982 0.430151 0.499692 0.500009 0.490943 0.499141 0.498663 0.49852 0.499785 0.499125
min 1.100103e+10 31.000000 3.175010e+06 3524.000000 1.000000 6.000000 0.000000 7.461401 0.000000 0.000000 ... 1.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.00000 0.000000 0.000000
25% 1.731008e+12 32.000000 3.210180e+06 323210.000000 1.000000 6.000000 3.000000 11.972721 0.000000 1.000000 ... 3.000000 1.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.00000 0.000000 0.000000
50% 3.491004e+12 35.000000 3.517171e+06 353517.000000 2.000000 12.000000 5.000000 12.851639 1.000000 1.000000 ... 5.000000 1.000000 0.000000 0.000000 1.000000 0.000000 1.000000 1.00000 1.000000 0.000000
75% 5.061008e+12 53.000000 5.307020e+06 535307.000000 3.000000 99.000000 5.000000 15.018967 1.000000 1.000000 ... 5.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.00000 1.000000 1.000000
max 6.681013e+12 75.000000 7.571030e+06 757571.000000 3.000000 99.000000 5.000000 15.018967 1.000000 1.000000 ... 5.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.00000 1.000000 1.000000

8 rows × 121 columns

Potential Outcomes and Treatment Effects

Since program eligibility was randomly assigned (and what policymakers could choose to change), we will focus on estimating the effect of eligibility. We will let \(d_i\) be a 1 if person \(i\) was eligible and be 0 if not. Let \(y_i\) be an outcome of interest. Below, we will look at midwife usage and birth weight as outcomes.

It is useful to think about potential outcomes of the treatment. The potential treated outcome is \(y_i(1)\). For subjects who actually were treated, \(y_i(1) = y_i\) is the observed outcome. For untreated subjects, \(y_i(1)\) is what mother i ‘s baby’s birth weight would have been if she had been eligible for the program. Similarly, we can define the potential untreated outcome \(y_i(0)\) .

The individual treatment effect for subject i is \(y_i(1) - y_i(0)\).

Individual treatment effects are impossible to know since we always only observe \(y_i(1)\) or \(y_i(0)\), but never both.

When treatment is randomly assigned, we can estimate average treatment effects because

\[\begin{split} \begin{align*} E[y_i(1) - y_i(0) ] = & E[y_i(1)] - E[y_i(0)] \\ & \text{random assignment } \\ = & E[y_i(1) | d_i = 1] - E[y_i(0) | d_i = 0] \\ = & E[y_i | d_i = 1] - E[y_i | d_i = 0 ] \end{align*} \end{split}\]

Average Treatment Effects

Let’s estimate the average treatment effect.

# some data prep for later
formula = """
bw ~ pkh_kec_ever +
  C(edu)*C(agecat) + log_xp_percap + hh_land + hh_home + C(dist) +
  hh_phone + hh_rf_tile + hh_rf_shingle + hh_rf_fiber +
  hh_wall_plaster + hh_wall_brick + hh_wall_wood + hh_wall_fiber +
  hh_fl_tile + hh_fl_plaster + hh_fl_wood + hh_fl_dirt +
  hh_water_pam + hh_water_mechwell + hh_water_well + hh_water_spring + hh_water_river +
  hh_waterhome +
  hh_toilet_own + hh_toilet_pub + hh_toilet_none +
  hh_waste_tank + hh_waste_hole + hh_waste_river + hh_waste_field +
  hh_kitchen +
  hh_cook_wood + hh_cook_kerosene + hh_cook_gas +
  tv + fridge + motorbike + car + goat + cow + horse
"""
bw, X = patsy.dmatrices(formula, df, return_type="dataframe")
# some categories are empty after dropping rows will Null, drop now
X = X.loc[:, X.sum() > 0]
bw = bw.iloc[:, 0]
treatment_variable = "pkh_kec_ever"
treatment = X["pkh_kec_ever"]
Xl = X.drop(["Intercept", "pkh_kec_ever", "C(dist)[T.313175]"], axis=1)
#scale = bw.std()
#center = bw.mean()
loc_id = df.loc[X.index, "Location_ID"].astype("category")

import re
# remove [ ] from names for compatibility with xgboost
Xl = Xl.rename(columns=lambda x: re.sub('\[|\]','_',x))
# Estimate average treatment effects
from statsmodels.iolib.summary2 import summary_col
tmp = pd.DataFrame(dict(birthweight=bw,treatment=treatment,assisted_delivery=df.loc[X.index, "good_assisted_delivery"]))
usage = smf.ols("assisted_delivery ~ treatment", data=tmp).fit(cov_type="cluster", cov_kwds={'groups':loc_id})
health= smf.ols("bw ~ treatment", data=tmp).fit(cov_type="cluster", cov_kwds={'groups':loc_id})
summary_col([usage, health])
assisted_delivery bw
Intercept 0.7827 3173.4067
(0.0124) (10.2323)
treatment 0.0235 -14.8992
(0.0192) (24.6304)
R-squared 0.0004 0.0001
R-squared Adj. 0.0002 -0.0001

The program did increase the percent of births assisted by a medical professional, but on average, did not affect birth weight.

Conditional Average Treatment Effects

Although we can never estimate individual treatment effects, the logic that lets us estimate unconditional average treatment effects also suggests that we can estimate conditional average treatment effects.

\[\begin{split} \begin{align*} E[y_i(1) - y_i(0) |X_i=x] = & E[y_i(1)|X_i = x] - E[y_i(0)|X_i=x] \\ & \text{random assignment } \\ = & E[y_i(1) | d_i = 1, X_i=x] - E[y_i(0) | d_i = 0, X_i=x] \\ = & E[y_i | d_i = 1, X_i = x] - E[y_i | d_i = 0, X_i=x ] \end{align*} \end{split}\]

Conditional average treatment effects tell us whether there are identifiable (by X) groups of people for with varying treatment effects vary.

Since conditional average treatment effects involve conditional expectations, machine learning methods might be useful.

However, if we want to be able to perform statistical inference, we must use machine learning methods carefully. We will detail one approach below. [hetAI16] and [hetWA18] are alternative approaches.

Generic Machine Learning Inference

In this section, we will describe the “generic machine learning inference” method of [hetCDDFV18] to explore heterogeneity in conditional average treatment effects.

This approach allows any machine learning method to be used to estimate \(E[y_i(1) - y_i(0) |X_i=x]\).

Inference for functions estimated by machine learning methods is typically either impossible or requires very restrictive assumptions. [hetCDDFV18] gets around this problem by focusing on inference for certain summary statistics of the machine learning prediction for \(E[y_i(1) - y_i(0) |X_i=x]\) rather than \(E[y_i(1) - y_i(0) |X_i=x]\) itself.

Best Linear Projection of CATE

Let \(s_0(x) = E[y_i(1) - y_i(0) |X_i=x]\) denote the true conditional average treatment effect. Let \(S(x)\) be an estimate or noisy proxy for \(s_0(x)\). One way to summarize how well \(S(x)\) approximates \(s_0(x)\) is to look at the best linear projection of \(s_0(x)\) on \(S(x)\).

\[ \DeclareMathOperator*{\argmin}{arg\,min} \beta_0, \beta_1 = \argmin_{b_0,b_1} E[(s_0(x) - b_0 - b_1 (S(x)-E[S(x)]))^2] \]

Showing that \(\beta_0 = E[y_i(1) - y_i(0)]\) is the unconditional average treatment effect is not difficult. More interestingly, \(\beta_1\) is related to how well \(S(x)\) approximates \(s_0(x)\). If \(S(x) = s_0(x)\), then \(\beta_1=1\). If \(S(x)\) is completely uncorrelated with \(s_0(x)\), then \(\beta_1 = 0\).

The best linear projection of the conditional average treatment effect tells us something about how well \(S(x)\) approximates \(s_0(x)\), but does not directly quantify how much the conditional average treatment effect varies with \(x\). We could try looking at \(S(x)\) directly, but if \(x\) is high dimensional, reporting or visualizing \(S(x)\) will be difficult. Moreover, most machine learning methods have no satisfactory method to determine inferences on \(S(x)\). This is very problematic if we want to use \(S(x)\) to shape future policy decisions. For example, we might want to use \(S(x)\) to target the treatment to people with different \(x\). If we do this, we need to know whether the estimated differences across \(x\) in \(S(x)\) are precise or caused by noise.

Grouped Average Treatment Effects

To deal with both these issues, [hetCDDFV18] focuses on grouped average treatment effects (GATE) with groups defined by \(S(x)\). Partition the data into a fixed, finite number of groups based on \(S(x)\) . Let \(G_{k}(x) = 1\{\ell_{k-1} \leq S(x) \leq \ell_k \}\) where \(\ell_k\) could be a constant chosen by the researcher or evenly spaced quantiles of \(S(x)\). The \(k\) th grouped average treatment effect is then \(\gamma_k = E[y(1) - y(0) | G_k(x)]\). If the true \(s_0(x)\) is not constant, and \(S(x)\) approximates \(s_0(x)\) well, then the grouped average treatment effects will increase with \(k\). If the conditional average treatment effect has no heterogeneity (i.e. \(s_0(x)\) is constant) and/or \(S(x)\) is a poor approximation to \(s_0(x)\), then the grouped average treatment effect will tend to be constant with \(k\) and may even be non-monotonic due to estimation error.

Estimation

We can estimate both the best linear projection of the conditional average treatment effect and the grouped treatment effects by using particular regressions. Let \(B(x)\) be an estimate of the outcome conditional on no treatment, i.e. \(B(x) = \widehat{E[y(0)|x]}\) . Then the estimates of \(\beta\) from the regression

\[ y_i = \alpha_0 + \alpha_1 B(x_i) + \beta_0 (d_i-P(d=1)) + \beta_1 (d_i-P(d=1))(S(x_i) - E[S(x_i)]) + \epsilon_i \]

are consistent estimates of the best linear projection of the conditional average treatment effect if \(B(x_i)\) and \(S(x_i)\) are uncorrelated with \(y_i\) . We can ensure that \(B(x_i)\) and \(S(x_i)\) are uncorrelated with \(y_i\) by using the familiar idea of sample-splitting and cross-validation. The usual regression standard errors will also be valid.

Similarly, we can estimate grouped average treatment effects from the following regression.

\[ y_i = \alpha_0 + \alpha_1 B(x_i) + \sum_k \gamma_k (d_i-P(d=1)) 1(G_k(x_i)) + u_i \]

The resulting estimates of \(\gamma_k\) will be consistent and asymptotically normal with the usual regression standard errors.

# for clustering standard errors
def get_treatment_se(fit, cluster_id, rows=None):
    if cluster_id is not None:
        if rows is None:
            rows = [True] * len(cluster_id)
        vcov = sm.stats.sandwich_covariance.cov_cluster(fit, cluster_id.loc[rows])
        return np.sqrt(np.diag(vcov))

    return fit.HC0_se
def generic_ml_model(x, y, treatment, model, n_split=10, n_group=5, cluster_id=None):
    nobs = x.shape[0]

    blp = np.zeros((n_split, 2))
    blp_se = blp.copy()
    gate = np.zeros((n_split, n_group))
    gate_se = gate.copy()

    baseline = np.zeros((nobs, n_split))
    cate = baseline.copy()
    lamb = np.zeros((n_split, 2))

    for i in range(n_split):
        main = np.random.rand(nobs) > 0.5
        rows1 = ~main & (treatment == 1)
        rows0 = ~main & (treatment == 0)

        mod1 = base.clone(model).fit(x.loc[rows1, :], (y.loc[rows1]))
        mod0 = base.clone(model).fit(x.loc[rows0, :], (y.loc[rows0]))

        B = mod0.predict(x)
        S = mod1.predict(x) - B
        baseline[:, i] = B
        cate[:, i] = S
        ES = S.mean()

        ## BLP
        # assume P(treat|x) = P(treat) = mean(treat)
        p = treatment.mean()
        reg_df = pd.DataFrame(dict(
            y=y, B=B, treatment=treatment, S=S, main=main, excess_S=S-ES
        ))
        reg = smf.ols("y ~ B + I(treatment-p) + I((treatment-p)*(S-ES))", data=reg_df.loc[main, :])
        reg_fit = reg.fit()
        blp[i, :] = reg_fit.params.iloc[2:4]
        blp_se[i, :] = get_treatment_se(reg_fit, cluster_id, main)[2:]

        lamb[i, 0] = reg_fit.params.iloc[-1]**2 * S.var()

        ## GATEs
        cutoffs = np.quantile(S, np.linspace(0,1, n_group + 1))
        cutoffs[-1] += 1
        for k in range(n_group):
            reg_df[f"G{k}"] = (cutoffs[k] <= S) & (S < cutoffs[k+1])

        g_form = "y ~ B + " + " + ".join([f"I((treatment-p)*G{k})" for k in range(n_group)])
        g_reg = smf.ols(g_form, data=reg_df.loc[main, :])
        g_fit = g_reg.fit()
        gate[i, :] = g_fit.params.values[2:] #g_fit.params.filter(regex="G").values
        gate_se[i, :] = get_treatment_se(g_fit, cluster_id, main)[2:]

        lamb[i, 1] = (gate[i,:]**2).sum()/n_group

    out = dict(
        gate=gate, gate_se=gate_se,
        blp=blp, blp_se=blp_se,
        Lambda=lamb, baseline=baseline, cate=cate,
        name=type(model).__name__
    )
    return out


def generic_ml_summary(generic_ml_output):
    out = {
        x: np.nanmedian(generic_ml_output[x], axis=0)
        for x in ["blp", "blp_se", "gate", "gate_se", "Lambda"]
    }
    out["name"] = generic_ml_output["name"]
    return out
kw = dict(x=Xl, treatment=treatment, n_split=11, n_group=5, cluster_id=loc_id)
@ignore_warnings(category=ConvergenceWarning)
def evaluate_models(models, y, **other_kw):
    all_kw = kw.copy()
    all_kw["y"] = y
    all_kw.update(other_kw)
    return list(map(lambda x: generic_ml_model(model=x, **all_kw), models))
def generate_report(results):
    summaries = list(map(generic_ml_summary, results))
    df_plot = pd.DataFrame({
        mod["name"]: np.median(mod["cate"], axis=1)
        for mod in results
    })

    print("Correlation in median CATE:")
    display(df_plot.corr())
    sns.pairplot(df_plot, diag_kind="kde", kind="reg")

    print("\n\nBest linear projection of CATE")
    df_cate = pd.concat({
        s["name"]: pd.DataFrame(dict(blp=s["blp"], se=s["blp_se"]))
        for s in summaries
    }).T.stack()
    display(df_cate)

    print("\n\nGroup average treatment effects:")
    df_groups = pd.concat({
        s["name"]: pd.DataFrame(dict(gate=s["gate"], se=s["gate_se"]))
        for s in summaries
    }).T.stack()
    display(df_groups)
import xgboost as xgb
models = [
    linear_model.LassoCV(cv=10, n_alphas=25, max_iter=500, tol=1e-4, n_jobs=1),
    ensemble.RandomForestRegressor(n_estimators=200, min_samples_leaf=20),
    xgb.XGBRegressor(n_estimators=200, max_depth=3, reg_lambda=2.0, reg_alpha=0.0, objective="reg:squarederror"),
    neural_network.MLPRegressor(hidden_layer_sizes=(20, 10), max_iter=500, activation="logistic",
                                solver="adam", tol=1e-3, early_stopping=True, alpha=0.0001)
]
results = evaluate_models(models, y=bw)
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does not have valid feature names, but MLPRegressor was fitted with feature names
  warnings.warn(
/usr/share/miniconda3/envs/lecture-datascience/lib/python3.9/site-packages/sklearn/base.py:450: UserWarning: X does no