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Multilabel classification using a classifier ch...
model_scores = [ ovr_jaccard_score ] + chain_jaccard_scores + [...X_test ) ovr_jaccard_score = jaccard_score ( Y_test , Y_pred_ovr...scikit-learn.org/stable/auto_examples/multioutput/plot_classifier_chain_yeast.html -
permutation_importance — scikit-learn 1.5.2 doc...
If scoring represents a single score, one can use:...single value. If scoring represents multiple scores, one can use:...scikit-learn.org/stable/modules/generated/sklearn.inspection.permutation_importance.html -
OutputCodeClassifier — scikit-learn 1.5.2 docum...
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.OutputCodeClassifier.html -
Android 16 Will Launch Earlier Than Usual - Sla...
Follow Slashdot stories on Twitter Nickname: Password: Public...seamless experience. × 175369911 story Google is advancing the release...tech.slashdot.org/story/24/10/31/2019248/android-16-will-launch-earlier-than-usual -
plot_multi_metric_evaluation.py
sample_score_mean - sample_score_std, sample_score_mean + sample_score_std,...: range(2, 403, 20)}, scoring=scoring, refit="AUC", n_jobs=2,...scikit-learn.org/stable/_downloads/dedbcc9464f3269f4f012f4bfc7d16da/plot_multi_metric_evaluation.py -
Sample pipeline for text feature extraction and...
between scoring time and mean test score (i.e. “CV score”). Passing..."mean_score_time" : "CV Score time (s)" , "mean_test_score" : "CV...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_text_feature_extraction.html -
cross_validate — scikit-learn 1.5.2 documentation
dict are: test_score The score array for test scores on each cv split....multiple scoring metrics in the scoring parameter. train_score The...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_validate.html -
Probability Calibration curves — scikit-learn 1...
precision_score , recall_score , f1_score ]: score_name = metric...precision_score , recall_score , f1_score ]: score_name = metric...scikit-learn.org/stable/auto_examples/calibration/plot_calibration_curve.html -
Effect of varying threshold for self-training —...
predict ( X_test ) scores [ i , fold ] = accuracy_score ( y_test_true...x_values , scores . mean ( axis = 1 ), yerr = scores . std ( axis...scikit-learn.org/stable/auto_examples/semi_supervised/plot_self_training_varying_threshold.html -
make_scorer — scikit-learn 1.5.2 documentation
Parameters : score_func callable Score function (or loss...default=True Whether score_func is a score function (default),...scikit-learn.org/stable/modules/generated/sklearn.metrics.make_scorer.html