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StratifiedKFold — scikit-learn 1.7.2 documentation
Provides train/test indices to split data in train/test sets. This..." ) ... print ( f " Test: index= { test_index } " ) Fold 0: Train:...scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedKFold.html -
Probability calibration of classifiers — scikit...
y_test , sw_train , sw_test = train_test_split ( X , y , sample_weight...split train, test for calibration X_train , X_test , y_train ,...scikit-learn.org/stable/auto_examples/calibration/plot_calibration.html -
Comparing random forests and the multi-output m...
X_test , y_train , y_test = train_test_split ( X ,...predict ( X_test ) y_rf = regr_rf . predict ( X_test ) # Plot the...scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_regression_multioutput.html -
Early stopping of Stochastic Gradient Descent —...
y_train ) test_score = estimator . score ( X_test , y_test ) return...X_train , X_test , y_train , y_test = train_test_split ( X ,...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_early_stopping.html -
LeaveOneGroupOut — scikit-learn 1.7.2 documenta...
f " Test: index= { test_index } , group= { groups [ test_index...indices for that split. test ndarray The testing set indices for that...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeaveOneGroupOut.html -
FixedThresholdClassifier — scikit-learn 1.7.2 d...
X_test , y_train , y_test = train_test_split ( ......confusion_matrix ( y_test , classifier . predict ( X_test ))) [[217 7]...scikit-learn.org/stable/modules/generated/sklearn.model_selection.FixedThresholdClassifier.html -
RepeatedKFold — scikit-learn 1.7.2 documentation
print ( f " Test: index= { test_index } " ) ... Fold...index=[0 1] Test: index=[2 3] Fold 1: Train: index=[2 3] Test: index=[0...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RepeatedKFold.html -
OrthogonalMatchingPursuit — scikit-learn 1.7.2 ...
coefficient of determination on test data. The coefficient of determination,...shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuit.html -
Robust linear estimator fitting — scikit-learn ...
sin ( X_test ) X_test = X_test [:, np . newaxis ] y_errors...newaxis ] X_test = np . random . normal ( size = 200 ) y_test = np ....scikit-learn.org/stable/auto_examples/linear_model/plot_robust_fit.html -
learning_curve — scikit-learn 1.7.2 documentation
( f "The average test accuracy is { cv_test_scores . mean ()...cross-validated training and test scores for different training...scikit-learn.org/stable/modules/generated/sklearn.model_selection.learning_curve.html