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RFE — scikit-learn 1.7.2 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 -
User Guide — scikit-learn 1.7.2 documenta...
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 -
cross_val_score — scikit-learn 1.7.2 docu...
to return train scores, fit times and score times. cross_val_predict...None , * , groups = None , scoring = None , cv = None , n_jobs...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_score.html -
plot_multi_metric_evaluation.rst.txt
scoring=scoring, refit="AUC", n_jobs=2,...can be done by setting the ``scoring`` parameter to a list of metric...scikit-learn.org/stable/_sources/auto_examples/model_selection/plot_multi_metric_evaluation.rst.txt -
v_measure_score — scikit-learn 1.7.2 docu...
This score is identical to normalized_mutual_info_score...label values won’t change the score value in any way. This metric...scikit-learn.org/stable/modules/generated/sklearn.metrics.v_measure_score.html -
SelectKBest — scikit-learn 1.7.2 document...
arrays (scores, pvalues) or a single array with scores. Default...feature scores, None if score_func returned only scores. n_features_in_...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectKBest.html -
d2_tweedie_score — scikit-learn 1.7.2 doc...
[source] # \(D^2\) regression score function, fraction of Tweedie...deviance explained. Best possible score is 1.0 and it can be negative...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_tweedie_score.html -
Pipeline — scikit-learn 1.7.2 documentation
Returns : score float Result of calling score on the final...fit ( X_train , y_train ) . score ( X_test , y_test ) 0.88 >>>...scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html -
GradientBoostingRegressor — scikit-learn ...
Notes The \(R^2\) score used when calling score on a regressor uses...squared error with improvement score by Friedman, “squared_error”...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html -
Classification of text documents using sparse f...
it is more evident that the scores of the model trained with metadata...test_time : .3 } s" ) score = metrics . accuracy_score (...scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html