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Ridge — scikit-learn 1.7.2 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 -
ExtraTreeRegressor — scikit-learn 1.7.2 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 -
balanced_accuracy_score — scikit-learn 1....
would score 0, while keeping perfect performance at a score of 1....prediction scores. precision_score Compute the precision score. recall_score...scikit-learn.org/stable/modules/generated/sklearn.metrics.balanced_accuracy_score.html -
Tweedie regression on insurance claims — ...
"score" ): continue score = estimator . score ( X ,...score_label , "score" : score }) res = ( pd . DataFrame...scikit-learn.org/stable/auto_examples/linear_model/plot_tweedie_regression_insurance_claims.html -
Compare Stochastic learning strategies for MLPC...
"Training set score: %f " % mlp . score ( X , y )) print...learning-rate Training set score: 0.980000 Training set loss:...scikit-learn.org/stable/auto_examples/neural_networks/plot_mlp_training_curves.html -
Lagged features for time series forecasting ...
1f } " ) return scores scoring = { "MAPE" :...X , y , cv = ts_cv , scoring = scoring , n_jobs = 2 , ) time...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html -
3. Model selection and evaluation — sciki...
Which scoring function should I use? 3.4.2. Scoring API overview...selection 3.1.5. Permutation test score 3.2. Tuning the hyper-parameters...scikit-learn.org/stable/model_selection.html -
label_ranking_average_precision_score — s...
Returns : score float Ranking-based average precision score. Examples...vs. total labels with lower score. This metric is used in multilabel...scikit-learn.org/stable/modules/generated/sklearn.metrics.label_ranking_average_precision_score.html -
Metadata Routing — scikit-learn 1.7.2 doc...
caller = "score" , callee = "score" ), ) return...{'callee': 'score', 'caller': 'score'}], 'router':...scikit-learn.org/stable/auto_examples/miscellaneous/plot_metadata_routing.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