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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 -
top_k_accuracy_score — scikit-learn 1.7.2...
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 -
permutation_importance — scikit-learn 1.7...
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 -
OrthogonalMatchingPursuit — scikit-learn ...
Notes The \(R^2\) score used when calling score on a regressor uses...X , y ) >>> reg . score ( X , y ) 0.9991 >>>...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuit.html -
fbeta_score — scikit-learn 1.7.2 document...
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 -
Comparing Random Forests and Histogram Gradient...
"Train time vs score" , "Predict time vs score" ], )...Boosting (HGBT) models in terms of score and computation time for a regression...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_hist_grad_boosting_comparison.html -
explained_variance_score — scikit-learn 1...
variance regression score function. Best possible score is 1.0, lower...Explained Variance score is similar to the R^2 score , with the notable...scikit-learn.org/stable/modules/generated/sklearn.metrics.explained_variance_score.html -
DensityMixin — scikit-learn 1.7.2 documen...
"score" ) True score ( X , y = None ) [source]...through the estimator_type tag; score method that default that do...scikit-learn.org/stable/modules/generated/sklearn.base.DensityMixin.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 -
d2_pinball_score — scikit-learn 1.7.2 doc...
Returns : score float or ndarray of floats The \(D^2\) score with...[source] # \(D^2\) regression score function, fraction of pinball...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_pinball_score.html