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CalibratedClassifierCV — scikit-learn 1.7.2 doc...
2. method {‘sigmoid’, ‘isotonic’},...Zadrozny & C. Elkan, ICML 2001 [ 2 ] Transforming Classifier Scores...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.html -
accuracy_score — scikit-learn 1.7.2 documentation
2 , 1 , 3 ] >>> y_true = [ 0 , 1 , 2 , 3 ] >>> accuracy_score...], [ 1 , 1 ]]), np . ones (( 2 , 2 ))) 0.5 Gallery examples # Plot...scikit-learn.org/stable/modules/generated/sklearn.metrics.accuracy_score.html -
AdaBoostClassifier — scikit-learn 1.7.2 documen...
implements the algorithm based on [2] . Read more in the User Guide...max_depth=1 . Added in version 1.2: base_estimator was renamed to...scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html -
f1_score — scikit-learn 1.7.2 documentation
2 , 0 , 1 , 2 ] >>> y_pred = [ 0 , 2 , 1 , 0 , 0...is: \[\text{F1} = \frac{2 * \text{TP}}{2 * \text{TP} + \text{FP}...scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html -
lars_path — scikit-learn 1.7.2 documentation
is: ( 1 / ( 2 * n_samples )) * || y - Xw ||^ 2_2 + alpha * ||...copy_X = True , eps = np.float64(2.220446049250313e-16) , copy_Gram...scikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path.html -
HalvingGridSearchCV — scikit-learn 1.7.2 docume...
to a small value: n_splits * 2 when resource='n_samples' for...problem n_classes * n_splits * 2 when resource='n_samples' for...scikit-learn.org/stable/modules/generated/sklearn.model_selection.HalvingGridSearchCV.html -
MultinomialNB — scikit-learn 1.7.2 documentation
2. Changed in version 1.4: The default...)) >>> y = np . array ([ 1 , 2 , 3 , 4 , 5 , 6 ]) >>> from sklearn.naive_bayes...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.MultinomialNB.html -
LogisticRegressionCV — scikit-learn 1.7.2 docum...
[: 2 , :]) array([0, 0]) >>> clf . predict_proba ( X [: 2 , :])...SAGA solver. Added in version 1.2: newton-cholesky solver. Multinomial...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegressionCV.html -
LogisticRegression — scikit-learn 1.7.2 documen...
[: 2 , :]) array([0, 0]) >>> clf . predict_proba ( X [: 2 , :])...‘lbfgs’ in 0.22. Added in version 1.2: newton-cholesky solver. Multinomial...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html -
completeness_score — scikit-learn 1.7.2 documen...
2 , 3 ], [ 0 , 0 , 1 , 1 ])) 0.999...([ 0 , 0 , 0 , 0 ], [ 0 , 1 , 2 , 3 ])) 0.0 Gallery examples #...scikit-learn.org/stable/modules/generated/sklearn.metrics.completeness_score.html