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LassoLarsIC — scikit-learn 1.7.1 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.linear_model.LassoLarsIC.html -
GradientBoostingClassifier — scikit-learn 1.7.1...
train_score_ ndarray of shape (n_estimators,) The i-th score train_score_[i]...squared error with improvement score by Friedman, ‘squared_error’...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html -
feature_selection.rst.txt
input a scoring function that returns univariate scores and p-values...provide a `score_func` where `y=None`. The `score_func` should...scikit-learn.org/stable/_sources/modules/feature_selection.rst.txt -
plot_kmeans_digits.zip
homo homogeneity score compl completeness score v-meas V measure...metrics.homogeneity_score, metrics.completeness_score, metrics.v_measure_score,...scikit-learn.org/stable/_downloads/1393861b58df827d4c681b80a5be2472/plot_kmeans_digits.zip -
FixedThresholdClassifier — scikit-learn 1.7.1 d...
predict_proba ) or decision scores (i.e. output of decision_function...predict_proba ) or decision scores (i.e. output of decision_function...scikit-learn.org/stable/modules/generated/sklearn.model_selection.FixedThresholdClassifier.html -
Permutation Importance vs Random Forest Feature...
0 bootstrap True oob_score False n_jobs None random_state..."RF train accuracy: { rf . score ( X_train , y_train ) : .3f...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance.html -
RFE — scikit-learn 1.7.1 documentation
score ( X , y , ** score_params ) [source]...more details. Returns : score float Score of the underlying base...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFE.html -
OutputCodeClassifier — scikit-learn 1.7.1 docum...
score ( X , y , sample_weight = None...default=None Sample weights. Returns : score float Mean accuracy of self.predict(X)...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OutputCodeClassifier.html -
Effect of varying threshold for self-training —...
predict ( X_test ) scores [ i , fold ] = accuracy_score ( y_test_true...x_values , scores . mean ( axis = 1 ), yerr = scores . std ( axis...scikit-learn.org/stable/auto_examples/semi_supervised/plot_self_training_varying_threshold.html -
Model selection with Probabilistic PCA and Fact...
return pca_scores , fa_scores def shrunk_cov_score ( X ): shrinkages...Noise" )]: pca_scores , fa_scores = compute_scores ( X ) n_components_pca...scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_fa_model_selection.html