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SelectFpr — scikit-learn 1.8.0 documentation
returning a pair of arrays (scores, pvalues). Default is f_classif...array-like of shape (n_features,) Scores of features. pvalues_ array-like...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFpr.html -
Class Likelihood Ratios to measure classificati...
scoring = scoring , cv = 10 )) positive...( estimator , X , y , scoring = scoring , cv = 10 )) positive...scikit-learn.org/stable/auto_examples/model_selection/plot_likelihood_ratios.html -
plot_multi_metric_evaluation.ipynb
\n scoring=scoring,\n refit=\"AUC\",\n n_jobs=2,\n...can be done by setting the ``scoring``\nparameter to a list of metric...scikit-learn.org/stable/_downloads/f57e1ee55d4c7a51949d5c26b3af07bb/plot_multi_metric_evaluation.... -
d2_tweedie_score — scikit-learn 1.8.0 doc...
[source] # \(D^2\) regression score function, fraction of Tweedie...deviance explained. Best possible score is 1.0 and it can be negative...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_tweedie_score.html -
QuantileRegressor — scikit-learn 1.8.0 do...
Notes The \(R^2\) score used when calling score on a regressor uses...(n_samples,) Returns predicted values. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.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 , but the former...scikit-learn.org/stable/modules/generated/sklearn.metrics.explained_variance_score.html -
SequentialFeatureSelector — scikit-learn ...
scoring str or callable, default=None Scoring method to..., direction = 'forward' , scoring = None , cv = 5 , n_jobs =...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.html -
permutation_importance — scikit-learn 1.8...
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 -
average_precision_score — scikit-learn 1....
precision (AP) from prediction scores. AP summarizes a precision-recall...(n_samples, n_classes) Target scores, can either be probability...scikit-learn.org/stable/modules/generated/sklearn.metrics.average_precision_score.html -
Monotonic Constraints — scikit-learn 1.8....
23 'auto' scoring scoring: str or callable or None,...0.23 'auto' scoring scoring: str or callable or None,...scikit-learn.org/stable/auto_examples/ensemble/plot_monotonic_constraints.html