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Custom refit strategy of a grid search with cro...
define the scores to select the best candidate. scores = [ "precision"...(), tuned_parameters , scoring = scores , refit = refit_strategy...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html -
permutation_test_score — scikit-learn 1.8...
"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 -
Demonstration of multi-metric evaluation on cro...
scoring = scoring , refit = "AUC"...can be done by setting the scoring parameter to a list of metric...scikit-learn.org/stable/auto_examples/model_selection/plot_multi_metric_evaluation.html -
CCA — scikit-learn 1.8.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...in high dimensional space. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.CCA.html -
Ridge — scikit-learn 1.8.0 documentation
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.Ridge.html -
Metadata Routing — scikit-learn 1.8.0 doc...
caller = "score" , callee = "score" ), ) return...{'callee': 'score', 'caller': 'score'}], 'router':...scikit-learn.org/stable/auto_examples/miscellaneous/plot_metadata_routing.html -
ExtraTreeRegressor — scikit-learn 1.8.0 d...
Notes The \(R^2\) score used when calling score on a regressor uses...with Friedman’s improvement score for potential splits, “absolute_error”...scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeRegressor.html -
roc_auc_score — scikit-learn 1.8.0 docume...
transpose ([ score [:, 1 ] for score in y_score ]) >>>...Curve (ROC AUC) from prediction scores. Note: this implementation...scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_auc_score.html -
RFECV — scikit-learn 1.8.0 documentation
scoring str or callable, default=None Scoring method to...classes_ . score ( X , y , ** score_params ) [source] # Score using...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFECV.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