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roc_auc_score — scikit-learn 1.7.2 docume...
the standardized partial AUC [2] over the range [0, max_fpr] is...under of the ROC as follows: G = 2 * AUC - 1 Where G is the Gini...scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_auc_score.html -
SGDClassifier — scikit-learn 1.7.2 docume...
[ - 2 , - 1 ], [ 1 , 1 ], [ 2 , 1 ]]) >>>...>>> Y = np . array ([ 1 , 1 , 2 , 2 ]) >>> # Always scale...scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDClassifier.html -
PartialDependenceDisplay — scikit-learn 1...
2 Release Highlights for scikit-learn 1.2 Release Highlights...‘both’) is not a valid option for 2-ways interactions plot. As a result,...scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html -
lars_path — scikit-learn 1.7.2 documentation
float64(2.220446049250313e-16) , copy_Gram...case method=’lasso’ is: ( 1 / ( 2 * n_samples )) * || y - Xw ||^...scikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path.html -
precision_score — scikit-learn 1.7.2 docu...
2 , 0 , 1 , 2 ] >>> y_pred = [ 0 , 2 , 1 , 0...scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_score.html -
SpectralBiclustering — scikit-learn 1.7.2...
[ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...SpectralBiclustering ( n_clusters = 2 , random_state = 0 ) . fit ( X...scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralBiclustering.html -
OAS — scikit-learn 1.7.2 documentation
formula (23) states that 2/p (p being the number of features)...because for a large p, the value of 2/p is so small that it doesn’t...scikit-learn.org/stable/modules/generated/sklearn.covariance.OAS.html -
average_precision_score — scikit-learn 1....
2 , 2 ]) >>> y_scores = np...], ... [ 0.2 , 0.3 , 0.5 ], ... [ 0.4 , 0.4 , 0.2 ], ... [ 0.1...scikit-learn.org/stable/modules/generated/sklearn.metrics.average_precision_score.html -
TransformerMixin — scikit-learn 1.7.2 doc...
2 ], [ 2 , 3 ], [ 3 , 4 ]] >>>...scikit-learn.org/stable/modules/generated/sklearn.base.TransformerMixin.html -
DecisionTreeClassifier — scikit-learn 1.7...
min_samples_split = 2 , min_samples_leaf = 1 , min_...min_samples_split int or float, default=2 The minimum number of samples...scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html