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3.3. Tuning the decision threshold for class pr...
point is addressed by providing scores using predict_proba or decision_function...the latter returns a decision score for each class. The decision...scikit-learn.org/stable/modules/classification_threshold.html -
Post-hoc tuning the cut-off point of decision f...
scoring = scoring , cv = cv , return_train_score...tuned_model , data , target , scoring = scoring , cv = cv , return_train_score...scikit-learn.org/stable/auto_examples/model_selection/plot_tuned_decision_threshold.html -
Recursive feature elimination with cross-valida...
the cross-validated scores. The scoring strategy “accuracy” optimizes...clf , step = 1 , cv = cv , scoring = "accuracy" , m...scikit-learn.org/stable/auto_examples/feature_selection/plot_rfe_with_cross_validation.html -
v_measure_score — scikit-learn 1.8.0 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 -
RANSACRegressor — scikit-learn 1.8.0 docu...
score(X, y) : Returns the mean accuracy...stop_score . Additionally, the score is used to decide which of two...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RANSACRegressor.html -
A demo of the Spectral Co-Clustering algorithm ...
"consensus score: {:.3f} " . format ( score )) fit_data...found the biclusters. consensus score: 1.000 # Authors: The scikit-learn...scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_coclustering.html -
OneVsRestClassifier — scikit-learn 1.8.0 ...
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.OneVsRestClassifier.html -
Column Transformer with Mixed Types — sci...
( "model score: %.3f " % clf . score ( X_test , y_test...arrays (scores, pvalues) or a single array with scores. Default...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html -
GammaRegressor — scikit-learn 1.8.0 docum...
score ( X , y ) np.float64(0.773)...(n_samples,) Returns predicted values. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.linear_model.GammaRegressor.html -
ExtraTreesClassifier — scikit-learn 1.8.0...
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