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Model-based and sequential feature selection — ...
print ( f "ROC AUC score: { roc_auc_score ( y , model . predict_proba...features based a cross-validation score. That is, we start with 0 features...scikit-learn.org/stable/auto_examples/feature_selection/plot_select_from_model_diabetes.html -
PLSCanonical — scikit-learn 1.7.1 documentation
Return x_scores if y is not given, (x_scores, y_scores) otherwise....Return x_scores if y is not given, (x_scores, y_scores) otherwise....scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.PLSCanonical.html -
11. Common pitfalls and recommended practices —...
import cross_val_score >>> scores = cross_val_score ( pipeline ,...accuracy: { scores . mean () : .2f } +/- { scores . std () : .2f...scikit-learn.org/stable/common_pitfalls.html -
ExtraTreesRegressor — scikit-learn 1.7.1 docume...
the generalization score. By default, r2_score is used. Provide...number of outputs. oob_score_ float Score of the training dataset...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesRegressor.html -
clustering.rst.txt
_rand_score: .. _adjusted_rand_score: Rand index ----------...:func:`rand_score` and :func:`adjusted_rand_score` are **symmetric**:...scikit-learn.org/stable/_sources/modules/clustering.rst.txt -
homogeneity_completeness_v_measure — scikit-lea...
completeness and V-Measure scores at once. Those metrics are...elements of the same cluster. Both scores have positive values between...scikit-learn.org/stable/modules/generated/sklearn.metrics.homogeneity_completeness_v_measure.html -
OrthogonalMatchingPursuit — scikit-learn 1.7.1 ...
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.linear_model.OrthogonalMatchingPursuit.html -
RegressorTags — scikit-learn 1.7.1 documentation
RegressorTags ( poor_score : bool = False ) [source] #...regressor. Parameters : poor_score bool, default=False Whether...scikit-learn.org/stable/modules/generated/sklearn.utils.RegressorTags.html -
feeds.1543c6aa63d36f1caafe.css
ncenfiles__related-stories__five-stories-container{line-heig...40rem){.fincenfiles__related-stories__five-stories-container{display:-...www.buzzfeed.com/static-assets/css/feeds.1543c6aa63d36f1caafe.css -
cross_validate — scikit-learn 1.7.1 documentation
dict are: test_score The score array for test scores on each cv split....multiple scoring metrics in the scoring parameter. train_score The...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_validate.html