Index

B

build_pipeline() (src.models.model.Model method)

C

Classifier (class in src.classifiers.classifier) classifier_option_check() (src.interface.emailclassifierapp.EmailClassifierApp method)

ClassifierOptionError classify_emails_3_stage_pipelines() (src.interface.emailclassifierapp.EmailClassifierApp method) count_accuracy() (src.models.model.Model method)

D

DataLoader (class in src.data_module.dataloader)

E

EmailClassifierApp (class in src.interface.emailclassifierapp)

EstimatorOptionError

G

get_classifier() (src.classifiers.classifier.Classifier method) get_clf() (src.models.model.Model method) get_code() (src.exceptions.exceptions.ClassifierOptionError method) (src.exceptions.exceptions.EstimatorOptionError method) (src.exceptions.exceptions.InputDataError method) (src.exceptions.exceptions.ModelNotFound method) (src.exceptions.exceptions.PathError method) (src.exceptions.exceptions.StackingClassifierNotSupported method) (src.exceptions.exceptions.VotingClassifierNotSupported method) (src.exceptions.exceptions.VotingOptionForVotingClassifierError method) get_max_iter() (src.classifiers.classifier.Classifier method) get_message() (src.exceptions.exceptions.ClassifierOptionError method) (src.exceptions.exceptions.EstimatorOptionError method) (src.exceptions.exceptions.InputDataError method) (src.exceptions.exceptions.ModelNotFound method) (src.exceptions.exceptions.PathError method) (src.exceptions.exceptions.StackingClassifierNotSupported method) (src.exceptions.exceptions.VotingClassifierNotSupported method) (src.exceptions.exceptions.VotingOptionForVotingClassifierError method)

get_path() (src.data_module.dataloader.DataLoader method) get_pipeline() (src.models.model.Model method) get_random_state() (src.models.model.Model method) get_sc_clf_1() (src.classifiers.classifier.Classifier method) get_sc_clf_2() (src.classifiers.classifier.Classifier method) get_sc_clf_3() (src.classifiers.classifier.Classifier method) get_test_size() (src.models.model.Model method) get_vc_clf_1() (src.classifiers.classifier.Classifier method) get_vc_clf_2() (src.classifiers.classifier.Classifier method) get_vc_clf_3() (src.classifiers.classifier.Classifier method) get_X() (src.models.model.Model method) get_X_test() (src.models.model.Model method) get_X_train() (src.models.model.Model method) get_y() (src.models.model.Model method) get_y_pred() (src.models.model.Model method) get_y_test() (src.models.model.Model method) get_y_train() (src.models.model.Model method)

I

InputDataError

L

load_data_csv() (src.data_module.dataloader.DataLoader method) (src.interface.emailclassifierapp.EmailClassifierApp method)

M

Model (class in src.models.model) ModelNotFound module src src.classifiers src.classifiers.classifier src.data_module src.data_module.dataloader src.exceptions src.exceptions.exceptions src.interface src.interface.emailclassifierapp src.models src.models.model tests tests.classifiers tests.classifiers.test_classifier tests.data_module tests.data_module.test_dataloader tests.exceptions tests.exceptions.test_exceptions tests.interface tests.interface.test_emailclassifierapp tests.models tests.models.test_model

P

PathError

predict_with_multiclassifier() (src.interface.emailclassifierapp.EmailClassifierApp method)

S

set_classifier() (src.classifiers.classifier.Classifier method) set_clf() (src.models.model.Model method) set_clf_abc() (src.classifiers.classifier.Classifier method) set_clf_bnb() (src.classifiers.classifier.Classifier method) set_clf_cnb() (src.classifiers.classifier.Classifier method) set_clf_dtc() (src.classifiers.classifier.Classifier method) set_clf_etc() (src.classifiers.classifier.Classifier method) set_clf_gbc() (src.classifiers.classifier.Classifier method) set_clf_knn() (src.classifiers.classifier.Classifier method) set_clf_lr() (src.classifiers.classifier.Classifier method) set_clf_lsv() (src.classifiers.classifier.Classifier method) set_clf_nb() (src.classifiers.classifier.Classifier method) set_clf_rdg() (src.classifiers.classifier.Classifier method) set_clf_rfc() (src.classifiers.classifier.Classifier method) set_clf_sgd() (src.classifiers.classifier.Classifier method) set_clf_stc() (src.classifiers.classifier.Classifier method) set_clf_svc() (src.classifiers.classifier.Classifier method) set_clf_vtc() (src.classifiers.classifier.Classifier method) set_max_iter() (src.classifiers.classifier.Classifier method) set_model1_clf() (src.interface.emailclassifierapp.EmailClassifierApp method) set_model2_clf() (src.interface.emailclassifierapp.EmailClassifierApp method) set_model3_clf() (src.interface.emailclassifierapp.EmailClassifierApp method) set_multiclassifier_model_clf() (src.interface.emailclassifierapp.EmailClassifierApp method) set_path() (src.data_module.dataloader.DataLoader method) set_random_state() (src.models.model.Model method) set_sc_clf_1() (src.classifiers.classifier.Classifier method) set_sc_clf_2() (src.classifiers.classifier.Classifier method) set_sc_clf_3() (src.classifiers.classifier.Classifier method) set_stacking_classifier_estimators() (src.interface.emailclassifierapp.EmailClassifierApp method) set_test_size() (src.models.model.Model method) set_vc_clf_1() (src.classifiers.classifier.Classifier method) set_vc_clf_2() (src.classifiers.classifier.Classifier method) set_vc_clf_3() (src.classifiers.classifier.Classifier method)

set_voting_classifier_parameters() (src.interface.emailclassifierapp.EmailClassifierApp method) set_voting_hard() (src.classifiers.classifier.Classifier method) set_voting_soft() (src.classifiers.classifier.Classifier method) set_X() (src.models.model.Model method) set_X_test() (src.models.model.Model method) set_X_train() (src.models.model.Model method) set_y() (src.models.model.Model method) set_y_pred() (src.models.model.Model method) set_y_test() (src.models.model.Model method) set_y_train() (src.models.model.Model method) src module src.classifiers module src.classifiers.classifier module src.data_module module src.data_module.dataloader module src.exceptions module src.exceptions.exceptions module src.interface module src.interface.emailclassifierapp module src.models module src.models.model module StackingClassifierNotSupported

T

test_build_pipeline() (tests.models.test_model.TestModel method) test_classifier_option_check_false() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_classifier_option_check_true() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_ClassifierOptionError_get_code() (tests.exceptions.test_exceptions.TestExceptions method) test_ClassifierOptionError_get_message() (tests.exceptions.test_exceptions.TestExceptions method) test_ClassifierOptionError_init() (tests.exceptions.test_exceptions.TestExceptions method) test_classify_3_stage_input_error_non_string_inside_list() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_classify_3_stage_input_error_not_list_or_str() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_classify_3_stage_model1_and_model2_not_found() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_classify_3_stage_model1_and_model3_not_found() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_classify_3_stage_model1_not_found() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_classify_3_stage_model2_and_model3_not_found() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_classify_3_stage_model2_not_found() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_classify_3_stage_model3_not_found() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_classify_3_stage_models_not_found() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_classify_3_stage_success_all_paths() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_count_accuracy() (tests.models.test_model.TestModel method) test_EstimatorOptionError_get_code() (tests.exceptions.test_exceptions.TestExceptions method) test_EstimatorOptionError_get_message() (tests.exceptions.test_exceptions.TestExceptions method) test_EstimatorOptionError_init() (tests.exceptions.test_exceptions.TestExceptions method) test_get_classifier() (tests.classifiers.test_classifier.TestClassifier method) test_get_clf() (tests.models.test_model.TestModel method) test_get_max_iter() (tests.classifiers.test_classifier.TestClassifier method) test_get_path() (tests.data_module.test_dataloader.TestDataLoader method) test_get_pipeline() (tests.models.test_model.TestModel method) test_get_random_state() (tests.models.test_model.TestModel method) test_get_sc_clf_1() (tests.classifiers.test_classifier.TestClassifier method) test_get_sc_clf_2() (tests.classifiers.test_classifier.TestClassifier method) test_get_sc_clf_3() (tests.classifiers.test_classifier.TestClassifier method) test_get_test_size() (tests.models.test_model.TestModel method) test_get_vc_clf_1() (tests.classifiers.test_classifier.TestClassifier method) test_get_vc_clf_2() (tests.classifiers.test_classifier.TestClassifier method) test_get_vc_clf_3() (tests.classifiers.test_classifier.TestClassifier method) test_get_X() (tests.models.test_model.TestModel method) test_get_X_test() (tests.models.test_model.TestModel method) test_get_X_train() (tests.models.test_model.TestModel method) test_get_y() (tests.models.test_model.TestModel method) test_get_y_pred() (tests.models.test_model.TestModel method) test_get_y_test() (tests.models.test_model.TestModel method) test_get_y_train() (tests.models.test_model.TestModel method) test_init() (tests.classifiers.test_classifier.TestClassifier method) (tests.data_module.test_dataloader.TestDataLoader method) (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) (tests.models.test_model.TestModel method) test_InputDataError_get_code() (tests.exceptions.test_exceptions.TestExceptions method) test_InputDataError_get_message() (tests.exceptions.test_exceptions.TestExceptions method) test_InputDataError_init() (tests.exceptions.test_exceptions.TestExceptions method) test_load_data_csv_exception() (tests.data_module.test_dataloader.TestDataLoader method) (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_load_data_csv_success() (tests.data_module.test_dataloader.TestDataLoader method) (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_ModelNotFound_get_code() (tests.exceptions.test_exceptions.TestExceptions method) test_ModelNotFound_get_message() (tests.exceptions.test_exceptions.TestExceptions method) test_ModelNotFound_init() (tests.exceptions.test_exceptions.TestExceptions method) test_PathError_get_code() (tests.exceptions.test_exceptions.TestExceptions method) test_PathError_get_message() (tests.exceptions.test_exceptions.TestExceptions method) test_PathError_init() (tests.exceptions.test_exceptions.TestExceptions method) test_predict_multiclassifier_invalid_input_type() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_predict_multiclassifier_invalid_list_element() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_predict_multiclassifier_model_not_found() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_predict_multiclassifier_success() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_classifier() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf() (tests.models.test_model.TestModel method) test_set_clf_abc() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_bnb() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_cnb() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_dtc() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_etc() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_gbc() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_knn() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_lr() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_lsv() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_nb() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_rdg() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_rfc() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_sgd() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_stc() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_svc() (tests.classifiers.test_classifier.TestClassifier method) test_set_clf_vtc() (tests.classifiers.test_classifier.TestClassifier method) test_set_max_iter() (tests.classifiers.test_classifier.TestClassifier method) test_set_model1_clf() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_model2_clf() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method)

test_set_model3_clf() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_multiclassifier_model_clf() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_path() (tests.data_module.test_dataloader.TestDataLoader method) test_set_random_state() (tests.models.test_model.TestModel method) test_set_sc_clf_1() (tests.classifiers.test_classifier.TestClassifier method) test_set_sc_clf_2() (tests.classifiers.test_classifier.TestClassifier method) test_set_sc_clf_3() (tests.classifiers.test_classifier.TestClassifier method) test_set_stacking_classifier_estimators_all_estimators() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_stacking_classifier_estimators_all_none() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_stacking_classifier_estimators_invalid_estimators() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_stacking_classifier_estimators_success_default() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_test_size() (tests.models.test_model.TestModel method) test_set_vc_clf_1() (tests.classifiers.test_classifier.TestClassifier method) test_set_vc_clf_2() (tests.classifiers.test_classifier.TestClassifier method) test_set_vc_clf_3() (tests.classifiers.test_classifier.TestClassifier method) test_set_voting_classifier_parameters_all_estimators() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_voting_classifier_parameters_invalid_estimators() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_voting_classifier_parameters_invalid_voting_option() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_voting_classifier_parameters_success_default_estimators() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_set_voting_hard() (tests.classifiers.test_classifier.TestClassifier method) test_set_voting_soft() (tests.classifiers.test_classifier.TestClassifier method) test_set_X() (tests.models.test_model.TestModel method) test_set_X_test() (tests.models.test_model.TestModel method) test_set_X_train() (tests.models.test_model.TestModel method) test_set_y() (tests.models.test_model.TestModel method) test_set_y_pred() (tests.models.test_model.TestModel method) test_set_y_test() (tests.models.test_model.TestModel method) test_set_y_train() (tests.models.test_model.TestModel method) test_StackingClassifierNotSupported_get_code() (tests.exceptions.test_exceptions.TestExceptions method) test_StackingClassifierNotSupported_get_message() (tests.exceptions.test_exceptions.TestExceptions method) test_StackingClassifierNotSupported_init() (tests.exceptions.test_exceptions.TestExceptions method) test_train() (tests.models.test_model.TestModel method) test_train_3_stage_pipeline_unsupported_classifiers_fallback() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_train_3_stage_pipelines_all_supported_classifiers() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_train_3_stage_pipelines_invalid_classifier() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_train_3_stage_pipelines_success() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_train_3_stage_stacking_classifier_not_supported() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_train_3_stage_voting_classifier_not_supported() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_train_multiclassifier_all_classifier_options() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_train_multiclassifier_pipeline_invalid_classifier() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_train_multiclassifier_pipeline_success() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_train_multiclassifier_stacking_classifier() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_train_multiclassifier_voting_classifier() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_view_3_stage_pipelines_accuracy_model_not_found() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_view_3_stage_pipelines_accuracy_success() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_view_multiclassifier_accuracy_model_missing() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_view_multiclassifier_accuracy_success() (tests.interface.test_emailclassifierapp.TestEmailClassifierApp method) test_VotingClassifierNotSupported_get_code() (tests.exceptions.test_exceptions.TestExceptions method) test_VotingClassifierNotSupported_get_message() (tests.exceptions.test_exceptions.TestExceptions method) test_VotingClassifierNotSupported_init() (tests.exceptions.test_exceptions.TestExceptions method) test_VotingOptionForVotingClassifierError_get_code() (tests.exceptions.test_exceptions.TestExceptions method) test_VotingOptionForVotingClassifierError_get_message() (tests.exceptions.test_exceptions.TestExceptions method) test_VotingOptionForVotingClassifierError_init() (tests.exceptions.test_exceptions.TestExceptions method) TestClassifier (class in tests.classifiers.test_classifier) TestDataLoader (class in tests.data_module.test_dataloader) TestEmailClassifierApp (class in tests.interface.test_emailclassifierapp) TestExceptions (class in tests.exceptions.test_exceptions) TestModel (class in tests.models.test_model) tests module tests.classifiers module tests.classifiers.test_classifier module tests.data_module module tests.data_module.test_dataloader module tests.exceptions module tests.exceptions.test_exceptions module tests.interface module tests.interface.test_emailclassifierapp module tests.models module tests.models.test_model module train() (src.models.model.Model method) train_3_stage_pipelines() (src.interface.emailclassifierapp.EmailClassifierApp method) train_multiclassifier_pipeline() (src.interface.emailclassifierapp.EmailClassifierApp method)

V

view_3_stage_pipelines_accuracy() (src.interface.emailclassifierapp.EmailClassifierApp method) view_multiclassifier_accuracy() (src.interface.emailclassifierapp.EmailClassifierApp method)

VotingClassifierNotSupported VotingOptionForVotingClassifierError