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plot_classifier_comparison.py
y_train) score = clf.score(X_test, y_test) Decis...0.3, y_min + 0.3, ("%.2f" % score).lstrip("0"), size=15, hori...scikit-learn.org/stable/_downloads/2da0534ab0e0c8241033bcc2d912e419/plot_classifier_comparison.py -
3.3. Tuning the decision threshold for class pr...
internal score found by cross-validation >>> model . best_score_ 0.86......point is addressed providing scores using predict_proba or decision_function...scikit-learn.org/stable/modules/classification_threshold.html -
GenericUnivariateSelect — scikit-learn 1.6.1 do...
of feature scores, None if score_func returned scores only. n_features_in_...Attributes : scores_ array-like of shape (n_features,) Scores of features....scikit-learn.org/stable/modules/generated/sklearn.feature_selection.GenericUnivariateSelect.html -
2.7. Novelty and Outlier Detection — scikit-lea...
This scoring function is accessible through the score_samples...of a threshold on the raw scoring function computed by the estimator....scikit-learn.org/stable/modules/outlier_detection.html -
AdaBoostRegressor — scikit-learn 1.6.1 document...
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostRegressor.html -
Column Transformer with Mixed Types — scikit-le...
) print ( "model score: %.3f " % clf . score ( X_test , y_test...) print ( "model score: %.3f " % clf . score ( X_test , y_test...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html -
Comparing randomized search and grid search for...
"mean_test_score" ][ candidate ], results [ "std_test_score" ][ candidate...with rank: 1 Mean validation score: 0.991 (std: 0.006) Parameters:...scikit-learn.org/stable/auto_examples/model_selection/plot_randomized_search.html -
OrthogonalMatchingPursuitCV — scikit-learn 1.6....
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuitCV.html -
Pipelining: chaining a PCA and a logistic regre...
parameter (CV score= %0.3f ):" % search . best_score_ ) print (...is_max_test_score = pl . col ( "mean_test_score" ) == pl . col...scikit-learn.org/stable/auto_examples/compose/plot_digits_pipe.html -
Partial Dependence and Individual Conditional E...
print ( f "Test R2 score: { mlp_model . score ( X_test , y_test...print ( f "Test R2 score: { hgbdt_model . score ( X_test , y_test...scikit-learn.org/stable/auto_examples/inspection/plot_partial_dependence.html