bluecast.tests.test_catboost

Module Contents

Functions

test_catboost_predict_proba_exceptions()	Test that predict_proba raises proper exceptions for various error conditions.
test_catboost_predict_exceptions()	Test that predict raises proper exceptions for various error conditions.
test_catboost_predict_proba_binary_with_trained_model()	Test predict_proba method for binary classification with a properly trained model.
test_catboost_predict_proba_multiclass_with_trained_model()	Test predict_proba method for multiclass classification with a properly trained model.
test_catboost_predict_with_trained_model_binary()	Test predict method for binary classification with threshold logic.
test_catboost_predict_with_trained_model_multiclass()	Test predict method for multiclass classification with argmax logic.
test_catboost_predict_proba_with_custom_preprocessor()	Test predict_proba method with custom in-fold preprocessor.
test_catboost_predict_with_custom_preprocessor()	Test predict method with custom in-fold preprocessor.
test_catboost_predict_with_categorical_columns()	Test predict and predict_proba methods with categorical columns.
test_catboost_train_single_fold_model()	Test the train_single_fold_model method.
test_catboost_fit_with_use_full_data_for_final_model()	Test fit method with use_full_data_for_final_model enabled.
test_catboost_fit_with_empty_test_data()	Test fit method with empty test data.
test_catboost_fit_with_early_stopping()	Test fit method with early stopping enabled.
test_catboost_predict_with_classification_threshold()	Test predict method with custom classification threshold.
test_catboost_no_catboost_config_fixed()	Test that predict_proba raises ValueError when conf_catboost is None.
test_catboost_no_conf_training_fixed()	Test that predict_proba raises ValueError when conf_training is None.
test_catboost_no_model_fixed()	Test that predict_proba raises Exception when model is None.
test_catboost_no_conf_params_catboost_fixed()	Test that predict_proba raises Exception when conf_params_catboost is None.
test_bluecast_without_hyperparam_tuning()
test_bluecast_with_hyperparam_tuning()
test_bluecast_with_fine_tune_hyperparam_tuning()
test_bluecast_with_grid_search_tune_hyperparam_tuning()

bluecast.tests.test_catboost.test_catboost_predict_proba_exceptions()

Test that predict_proba raises proper exceptions for various error conditions.

bluecast.tests.test_catboost.test_catboost_predict_exceptions()

Test that predict raises proper exceptions for various error conditions.

bluecast.tests.test_catboost.test_catboost_predict_proba_binary_with_trained_model()

Test predict_proba method for binary classification with a properly trained model.

bluecast.tests.test_catboost.test_catboost_predict_proba_multiclass_with_trained_model()

Test predict_proba method for multiclass classification with a properly trained model.

bluecast.tests.test_catboost.test_catboost_predict_with_trained_model_binary()

Test predict method for binary classification with threshold logic.

bluecast.tests.test_catboost.test_catboost_predict_with_trained_model_multiclass()

Test predict method for multiclass classification with argmax logic.

bluecast.tests.test_catboost.test_catboost_predict_proba_with_custom_preprocessor()

Test predict_proba method with custom in-fold preprocessor.

bluecast.tests.test_catboost.test_catboost_predict_with_custom_preprocessor()

Test predict method with custom in-fold preprocessor.

bluecast.tests.test_catboost.test_catboost_predict_with_categorical_columns()

Test predict and predict_proba methods with categorical columns.

bluecast.tests.test_catboost.test_catboost_train_single_fold_model()

Test the train_single_fold_model method.

bluecast.tests.test_catboost.test_catboost_fit_with_use_full_data_for_final_model()

Test fit method with use_full_data_for_final_model enabled.

bluecast.tests.test_catboost.test_catboost_fit_with_empty_test_data()

Test fit method with empty test data.

bluecast.tests.test_catboost.test_catboost_fit_with_early_stopping()

Test fit method with early stopping enabled.

bluecast.tests.test_catboost.test_catboost_predict_with_classification_threshold()

Test predict method with custom classification threshold.

bluecast.tests.test_catboost.test_catboost_no_catboost_config_fixed()

Test that predict_proba raises ValueError when conf_catboost is None.

bluecast.tests.test_catboost.test_catboost_no_conf_training_fixed()

Test that predict_proba raises ValueError when conf_training is None.

bluecast.tests.test_catboost.test_catboost_no_model_fixed()

Test that predict_proba raises Exception when model is None.

bluecast.tests.test_catboost.test_catboost_no_conf_params_catboost_fixed()

Test that predict_proba raises Exception when conf_params_catboost is None.

bluecast.tests.test_catboost.test_bluecast_without_hyperparam_tuning()

bluecast.tests.test_catboost.test_bluecast_with_hyperparam_tuning()

bluecast.tests.test_catboost.test_bluecast_with_fine_tune_hyperparam_tuning()

bluecast.tests.test_catboost.test_bluecast_with_grid_search_tune_hyperparam_tuning()