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Tweedie regression on insurance claims — scikit...
"score" ): continue score = estimator . score ( X , y...subset_label , "metric" : score_label , "score" : score }) res = ( pd ....scikit-learn.org/stable/auto_examples/linear_model/plot_tweedie_regression_insurance_claims.html -
Outlier detection with Local Outlier Factor (LO...
outlier scores radius = ( X_scores . max () - X_scores ) / ( X_scores...X_scores . max () - X_scores . min ()) scatter = plt . scatter...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_outlier_detection.html -
5.2. Permutation feature importance — scikit-le...
on the score function that is specified with the scoring argument...., random_state = 0 , scoring = scoring ) ... >>> for metric in...scikit-learn.org/stable/modules/permutation_importance.html -
Version 0.15 — scikit-learn 1.7.0 documentation
f1_score , metrics.fbeta_score , metrics.recall_score , metrics.roc_auc_score...metrics.roc_auc_score and metrics.average_precision_score by Arnaud...scikit-learn.org/stable/whats_new/v0.15.html -
NuSVR — scikit-learn 1.7.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVR.html -
1.13. Feature selection — scikit-learn 1.7.0 do...
input a scoring function that returns univariate scores and p-values...to provide a score_func where y=None . The score_func should use...scikit-learn.org/stable/modules/feature_selection.html -
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 -
Successive Halving Iterations — scikit-learn 1....
False cv 5 scoring None refit True error_score nan return_train_score...values = "mean_test_score" ) ax = mean_scores . plot ( legend =...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_iterations.html -
DensityMixin — scikit-learn 1.7.0 documentation
"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 -
LogisticRegression — scikit-learn 1.7.0 documen...
confidence scores for samples. The confidence score for a sample...get the confidence scores. Returns : scores ndarray of shape (n_samples,)...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html