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roc_auc_score — scikit-learn 1.8.0 documentation
transpose ([ score [:, 1 ] for score in y_score ]) >>> roc_auc_score...Curve (ROC AUC) from prediction scores. Note: this implementation...scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_auc_score.html -
3.1. Cross-validation: evaluating estimator per...
2f " % ( scores . mean (), scores . std ())) 0.98 accuracy...default, the score computed at each CV iteration is the score method...scikit-learn.org/stable/modules/cross_validation.html -
permutation_importance — scikit-learn 1.8.0 doc...
If scoring represents a single score, one can use:...criterion is used. If scoring represents multiple scores, one can use:...scikit-learn.org/stable/modules/generated/sklearn.inspection.permutation_importance.html -
fbeta_score — scikit-learn 1.8.0 documentation
Compute the F-beta score. The F-beta score is the weighted harmonic...precision. The formula for F-beta score is: \[F_\beta = \frac{(1 + \beta^2)...scikit-learn.org/stable/modules/generated/sklearn.metrics.fbeta_score.html -
Two-class AdaBoost — scikit-learn 1.8.0 documen...
decision scores. The distributions of decision scores are shown...the decision score. Samples with decision scores greater than...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_twoclass.html -
permutation_test_score — scikit-learn 1.8.0 doc...
"Original Score: { score : .3f } " ) Original Score: 0.810 >>>...level. scoring str or callable, default=None Scoring method to...scikit-learn.org/stable/modules/generated/sklearn.model_selection.permutation_test_score.html -
IsolationForest — scikit-learn 1.8.0 documentation
as the scores of inliers are close to 0 and the scores of outliers...anomaly score of X of the base classifiers. The anomaly score of an...scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html -
plot_multi_metric_evaluation.py
scoring=scoring, refit="AUC", n_jobs=2,...can be done by setting the ``scoring`` parameter to a list of metric...scikit-learn.org/stable/_downloads/dedbcc9464f3269f4f012f4bfc7d16da/plot_multi_metric_evaluation.py -
LassoCV — scikit-learn 1.8.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...) . fit ( X , y ) >>> reg . score ( X , y ) 0.9993 >>> reg . predict...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoCV.html -
dcg_score — scikit-learn 1.8.0 documentation
# we predict scores for the answers >>> scores = np . asarray...Cumulative Gain. Sum the true scores ranked in the order induced...scikit-learn.org/stable/modules/generated/sklearn.metrics.dcg_score.html