multi_imbalance.ensemble.tests package¶

Submodules¶

multi_imbalance.ensemble.tests.test_ecoc module¶

multi_imbalance.ensemble.tests.test_ecoc.test_dense_and_sparse_with_not_cached_matrices(encoding_strategy)¶

multi_imbalance.ensemble.tests.test_ecoc.test_ecoc_with_sklearn_pipeline(encoding_strategy, oversampling)¶

multi_imbalance.ensemble.tests.test_ecoc.test_encoding(encoding_strategy, oversampling)¶

multi_imbalance.ensemble.tests.test_ecoc.test_hamming_distance()¶

multi_imbalance.ensemble.tests.test_ecoc.test_no_oversampling()¶

multi_imbalance.ensemble.tests.test_ecoc.test_own_classifier_without_predict_and_fit()¶

multi_imbalance.ensemble.tests.test_ecoc.test_own_preprocessing_without_fit_transform()¶

multi_imbalance.ensemble.tests.test_ecoc.test_predefined_classifiers_and_weighting_without_exceptions(classifier, weights)¶

multi_imbalance.ensemble.tests.test_ecoc.test_random_oversampling()¶

multi_imbalance.ensemble.tests.test_ecoc.test_unknown_classifier()¶

multi_imbalance.ensemble.tests.test_ecoc.test_unknown_preprocessing()¶

multi_imbalance.ensemble.tests.test_ecoc.test_with_own_classifier()¶

multi_imbalance.ensemble.tests.test_ecoc.test_with_own_preprocessing()¶

multi_imbalance.ensemble.tests.test_mrbbagging module¶

class multi_imbalance.ensemble.tests.test_mrbbagging.TestMRBBagging(methodName='runTest')¶

Bases: unittest.case.TestCase

Create an instance of the class that will use the named test method when executed. Raises a ValueError if the instance does not have a method with the specified name.

test__group_data()¶

test__group_data_with_none()¶

test_api()¶

test_api_multiple_trees()¶

test_api_with_feature_selection()¶

test_api_with_feature_selection_sqrt_features()¶

test_api_with_random_feature_selection()¶

test_fit_with_invalid_classifier()¶

test_fit_with_invalid_labels()¶

test_with_invalid_k()¶

multi_imbalance.ensemble.tests.test_ovo module¶

multi_imbalance.ensemble.tests.test_ovo.test_binary_classifiers(classifier)¶

multi_imbalance.ensemble.tests.test_ovo.test_ecoc_with_sklearn_pipeline(preprocessing_btwn, classifier, preprocessing)¶

multi_imbalance.ensemble.tests.test_ovo.test_fit_predict()¶

multi_imbalance.ensemble.tests.test_ovo.test_max_voting()¶

multi_imbalance.ensemble.tests.test_ovo.test_own_preprocessing_without_fit_resample()¶

multi_imbalance.ensemble.tests.test_ovo.test_predefined_classifiers_and_preprocessings_without_errors(classifier, preprocessing, preprocessing_btwn)¶

multi_imbalance.ensemble.tests.test_ovo.test_unknown_preprocessing()¶

multi_imbalance.ensemble.tests.test_ovo.test_unknown_preprocessing_between_strategy_raises_exception()¶

multi_imbalance.ensemble.tests.test_ovo.test_with_own_classifier()¶

multi_imbalance.ensemble.tests.test_ovo.test_with_own_preprocessing()¶

multi_imbalance.ensemble.tests.test_soupbagging module¶

multi_imbalance.ensemble.tests.test_soupbagging.test_default_classifier()¶

multi_imbalance.ensemble.tests.test_soupbagging.test_exception()¶

multi_imbalance.ensemble.tests.test_soupbagging.test_fit_classifier_classifier()¶

multi_imbalance.ensemble.tests.test_soupbagging.test_soubagging()¶