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Version 0.21 — scikit-learn 1.7.2 documentation
API Change The R2 score used when calling score on a regressor will...metrics.r2_score . This will influence the score method of all...scikit-learn.org/stable/whats_new/v0.21.html -
Probability Calibration for 3-class classificat...
metrics import brier_score_loss loss = brier_score_loss ( y_test ,...min_impurity_decrease 0.0 bootstrap True oob_score False n_jobs None random_state...scikit-learn.org/stable/auto_examples/calibration/plot_calibration_multiclass.html -
OneVsOneClassifier — scikit-learn 1.7.2 documen...
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.OneVsOneClassifier.html -
Release Highlights for scikit-learn 1.3 — sciki...
score_type = "both" , score_name = "Accuracy"...sklearn.metrics import v_measure_score X , true_labels = load_digits...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_3_0.html -
OneClassSVM — scikit-learn 1.7.2 documentation
score_samples ( X ) [source] # Raw scoring function...decision function from the raw scores. We have the relation: decision_function...scikit-learn.org/stable/modules/generated/sklearn.svm.OneClassSVM.html -
zero_one_loss — scikit-learn 1.7.2 documentation
also accuracy_score Compute the accuracy score. By default, the...jaccard_score Compute the Jaccard similarity coefficient score. Notes...scikit-learn.org/stable/modules/generated/sklearn.metrics.zero_one_loss.html -
User Guide — scikit-learn 1.7.2 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 -
Model-based and sequential feature selection — ...
print ( f "ROC AUC score: { roc_auc_score ( y , model . predict_proba...features based a cross-validation score. That is, we start with 0 features...scikit-learn.org/stable/auto_examples/feature_selection/plot_select_from_model_diabetes.html -
Comparison of Calibration of Classifiers — scik...
minimize proper scoring rules: the Brier score or the log-loss...- 6 , 6 , 101 ), cv = 10 , scoring = "neg_log_loss" , max_iter...scikit-learn.org/stable/auto_examples/calibration/plot_compare_calibration.html -
RegressorTags — scikit-learn 1.7.2 documentation
RegressorTags ( poor_score : bool = False ) [source] #...regressor. Parameters : poor_score bool, default=False Whether...scikit-learn.org/stable/modules/generated/sklearn.utils.RegressorTags.html