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BaggingClassifier — scikit-learn 1.8.0 document...
oob_score_ float Score of the training dataset obtained...for more details. Returns : score ndarray of shape (n_samples,...scikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingClassifier.html -
precision_recall_curve — scikit-learn 1.8.0 doc...
) Target scores, can either be probability...classifiers). For decision_function scores, values greater than or equal...scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_recall_curve.html -
adjusted_rand_score — scikit-learn 1.8.0 docume...
RI score is then “adjusted for chance” into the ARI score using...Returns : ARI float Similarity score between -0.5 and 1.0. Random...scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_rand_score.html -
OutputCodeClassifier — scikit-learn 1.8.0 docum...
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.multiclass.OutputCodeClassifier.html -
User Guide — scikit-learn 1.8.0 documentation
Which scoring function should I use? 3.4.2. Scoring API overview...Weighted scoring and fitting 4.1.2. Weighted scoring and unweighted...scikit-learn.org/stable/user_guide.html -
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 -
Effect of transforming the targets in regressio...
) # Add the score in the legend of each axis for...y_pred_ridge_with_trans_target ]): for name , score in compute_score ( y_test ,...scikit-learn.org/stable/auto_examples/compose/plot_transformed_target.html -
RandomForestClassifier — scikit-learn 1.8.0 doc...
estimate the generalization score. By default, accuracy_score...importances. oob_score_ float Score of the training dataset obtained...scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html -
ExtraTreesClassifier — scikit-learn 1.8.0 docum...
estimate the generalization score. By default, accuracy_score...performed. oob_score_ float Score of the training dataset obtained...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html -
RFE — scikit-learn 1.8.0 documentation
Returns : score float Score of the underlying base...sparse csr_matrix . Returns : score array, shape = [n_samples, n_classes]...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFE.html