`bluecast.tests.test_cast`¶

Module Contents¶

`synthetic_train_test_data`(→ Tuple[pandas.DataFrame, ...)
`synthetic_calibration_data`(→ pandas.DataFrame)
`synthetic_multiclass_train_test_data`(...)
`test_blueprint_xgboost`(synthetic_train_test_data, ...)	Test that tests the BlueCast class
`test_bluecast_with_custom_model`()
`bluecast_instance`()
`test_enable_feature_selection_warning`(bluecast_instance)
`test_hypertuning_cv_folds_warning`(bluecast_instance)
`test_missing_feature_selector_warning`()
`test_missing_xgboost_tune_params_config_warning`()
`test_shap_values_and_ml_algorithm_warning`(...)
`test_cat_encoding_via_ml_algorithm_and_ml_model_warning`()
`test_precise_cv_tuning_warnings`(bluecast_instance)
`test_class_problem_mismatch_warnings`(bluecast_instance)
`test_categorical_encoding_not_supported_by_exact_tree_method`(...)

bluecast.tests.test_cast.synthetic_train_test_data() → Tuple[pandas.DataFrame, pandas.DataFrame]¶

bluecast.tests.test_cast.synthetic_multiclass_train_test_data() → Tuple[pandas.DataFrame, pandas.DataFrame]¶

bluecast.tests.test_cast.test_blueprint_xgboost(synthetic_train_test_data, synthetic_multiclass_train_test_data, synthetic_calibration_data)¶: Test that tests the BlueCast class

class bluecast.tests.test_cast.CustomModel¶

Bases: bluecast.ml_modelling.base_classes.BaseClassMlModel

fit(x_train: pandas.DataFrame, x_test: pandas.DataFrame, y_train: pandas.Series, y_test: pandas.Series) → None¶

predict(df: pandas.DataFrame) → Tuple[bluecast.ml_modelling.base_classes.PredictedProbas, bluecast.ml_modelling.base_classes.PredictedClasses]¶

bluecast.tests.test_cast.test_enable_feature_selection_warning(bluecast_instance)¶

bluecast.tests.test_cast.test_hypertuning_cv_folds_warning(bluecast_instance)¶

bluecast.tests.test_cast.test_shap_values_and_ml_algorithm_warning(bluecast_instance)¶

bluecast.tests.test_cast.test_cat_encoding_via_ml_algorithm_and_ml_model_warning()¶

bluecast.tests.test_cast.test_precise_cv_tuning_warnings(bluecast_instance)¶

bluecast.tests.test_cast.test_class_problem_mismatch_warnings(bluecast_instance)¶

bluecast.tests.test_cast.test_categorical_encoding_not_supported_by_exact_tree_method(bluecast_instance)¶