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f1_score — scikit-learn 1.8.0 documentation
Compute the F1 score, also known as balanced F-score or F-measure....an F1 score reaches its best value at 1 and worst score at 0....scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html -
HalvingGridSearchCV — scikit-learn 1.8.0 ...
Returns : score float The score defined by scoring if provided,...needs to provide a score function, or scoring must be passed. param_grid...scikit-learn.org/stable/modules/generated/sklearn.model_selection.HalvingGridSearchCV.html -
L1 Penalty and Sparsity in Logistic Regression ...
69% Score with L1 penalty: 0.90 Score with Elastic-Net...penalty: 4.69% Score with L1 penalty: 0.90 Score with Elastic-Net...scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_l1_l2_sparsity.html -
Adjustment for chance in clustering performance...
scores . mean ( axis = 1 ), scores . std ( axis..., np . median ( scores , axis = 1 ), scores . std ( axis = 1...scikit-learn.org/stable/auto_examples/cluster/plot_adjusted_for_chance_measures.html -
HistGradientBoostingClassifier — scikit-l...
Scores are computed according to the scoring parameter....parameter. If scoring is not ‘loss’, scores are computed on a subset...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html -
brier_score_loss — scikit-learn 1.8.0 doc...
the Brier score loss. The smaller the Brier score loss, the better,...outcome. The Brier score is a strictly proper scoring rule. Read more...scikit-learn.org/stable/modules/generated/sklearn.metrics.brier_score_loss.html -
4. Metadata Routing — scikit-learn 1.8.0 ...
metadata to a method like fit or score , the object consuming the metadata,...n_samples ) 4.1.1. Weighted scoring and fitting # The splitter...scikit-learn.org/stable/metadata_routing.html -
validation_curve — scikit-learn 1.8.0 doc...
test scores for varying parameter values. Compute scores for an...5-fold. scoring str or callable, default=None Scoring method to...scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html -
Successive Halving Iterations — scikit-le...
5 scoring scoring: str or callable, default=None Scoring method...integer. 5 scoring scoring: str or callable, default=None Scoring method...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_iterations.html -
top_k_accuracy_score — scikit-learn 1.8.0...
Returns : score float The top-k accuracy score. The best performance...Top-k Accuracy classification score. This metric computes the number...scikit-learn.org/stable/modules/generated/sklearn.metrics.top_k_accuracy_score.html