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A demo of the Spectral Co-Clustering algorithm ...
fit ( data ) score = consensus_score ( model . biclusters_...print ( "consensus score: {:.3f} " . format ( score )) fit_data =...scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_coclustering.html -
Comparing random forests and the multi-output m...
= "Multi RF score= %.2f " % regr_multirf . score ( X_test , y_test..., label = "RF score= %.2f " % regr_rf . score ( X_test , y_test...scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_regression_multioutput.html -
Comparison between grid search and successive h...
mean_test_score values for the highest iter scores_matrix = results..."mean_test_score" , aggfunc = "last" , ) else : scores_matrix =...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_heatmap.html -
GaussianNB — scikit-learn 1.7.2 documentation
score ( X , y , sample_weight = None...default=None Sample weights. Returns : score float Mean accuracy of self.predict(X)...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.GaussianNB.html -
BernoulliNB — scikit-learn 1.7.2 documentation
score ( X , y , sample_weight = None...default=None Sample weights. Returns : score float Mean accuracy of self.predict(X)...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.BernoulliNB.html -
Find transaction latency and failure correlatio...
The table is sorted by scores, which are mapped to high,...attribute with the highest score is added to the chart. To see...www.elastic.co/docs/solutions/observability/apm/find-transaction-latency-failure-correlations -
Permutation Importance with Multicollinear or C...
score ( X_test , y_test ) : .2 } "...set_xlabel ( "Decrease in accuracy score" ) fig . suptitle ( "Impurity-based...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance_multicollinear.html -
Curve Fitting with Bayesian Ridge Regression — ...
compute_score = True ) Plot the true and predicted...alpha_ , reg . lambda_ , reg . scores_ [ - 1 ] ) ax . text ( 0.05...scikit-learn.org/stable/auto_examples/linear_model/plot_bayesian_ridge_curvefit.html -
StackingClassifier — scikit-learn 1.7.2 documen...
score ( X_test , y_test ) 0.9... decision_function...probabilities of the input samples. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingClassifier.html -
Release Highlights for scikit-learn 1.4 — sciki...
print ( f "ROC AUC score is { roc_auc_score ( y_test , y_decision...hyperparameter_grid , cv = inner_cv , scoring = scoring_inner_cv , ) outer_cv...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_4_0.html