:py:mod:`bluecast.tests.test_catboost`
======================================

.. py:module:: bluecast.tests.test_catboost


Module Contents
---------------


Functions
~~~~~~~~~

.. autoapisummary::

   bluecast.tests.test_catboost.test_catboost_predict_proba_exceptions
   bluecast.tests.test_catboost.test_catboost_predict_exceptions
   bluecast.tests.test_catboost.test_catboost_predict_proba_binary_with_trained_model
   bluecast.tests.test_catboost.test_catboost_predict_proba_multiclass_with_trained_model
   bluecast.tests.test_catboost.test_catboost_predict_with_trained_model_binary
   bluecast.tests.test_catboost.test_catboost_predict_with_trained_model_multiclass
   bluecast.tests.test_catboost.test_catboost_predict_proba_with_custom_preprocessor
   bluecast.tests.test_catboost.test_catboost_predict_with_custom_preprocessor
   bluecast.tests.test_catboost.test_catboost_predict_with_categorical_columns
   bluecast.tests.test_catboost.test_catboost_train_single_fold_model
   bluecast.tests.test_catboost.test_catboost_fit_with_use_full_data_for_final_model
   bluecast.tests.test_catboost.test_catboost_fit_with_empty_test_data
   bluecast.tests.test_catboost.test_catboost_fit_with_early_stopping
   bluecast.tests.test_catboost.test_catboost_predict_with_classification_threshold
   bluecast.tests.test_catboost.test_catboost_no_catboost_config_fixed
   bluecast.tests.test_catboost.test_catboost_no_conf_training_fixed
   bluecast.tests.test_catboost.test_catboost_no_model_fixed
   bluecast.tests.test_catboost.test_catboost_no_conf_params_catboost_fixed
   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



.. py:function:: test_catboost_predict_proba_exceptions()

   Test that predict_proba raises proper exceptions for various error conditions.


.. py:function:: test_catboost_predict_exceptions()

   Test that predict raises proper exceptions for various error conditions.


.. py:function:: test_catboost_predict_proba_binary_with_trained_model()

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


.. py:function:: test_catboost_predict_proba_multiclass_with_trained_model()

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


.. py:function:: test_catboost_predict_with_trained_model_binary()

   Test predict method for binary classification with threshold logic.


.. py:function:: test_catboost_predict_with_trained_model_multiclass()

   Test predict method for multiclass classification with argmax logic.


.. py:function:: test_catboost_predict_proba_with_custom_preprocessor()

   Test predict_proba method with custom in-fold preprocessor.


.. py:function:: test_catboost_predict_with_custom_preprocessor()

   Test predict method with custom in-fold preprocessor.


.. py:function:: test_catboost_predict_with_categorical_columns()

   Test predict and predict_proba methods with categorical columns.


.. py:function:: test_catboost_train_single_fold_model()

   Test the train_single_fold_model method.


.. py:function:: test_catboost_fit_with_use_full_data_for_final_model()

   Test fit method with use_full_data_for_final_model enabled.


.. py:function:: test_catboost_fit_with_empty_test_data()

   Test fit method with empty test data.


.. py:function:: test_catboost_fit_with_early_stopping()

   Test fit method with early stopping enabled.


.. py:function:: test_catboost_predict_with_classification_threshold()

   Test predict method with custom classification threshold.


.. py:function:: test_catboost_no_catboost_config_fixed()

   Test that predict_proba raises ValueError when conf_catboost is None.


.. py:function:: test_catboost_no_conf_training_fixed()

   Test that predict_proba raises ValueError when conf_training is None.


.. py:function:: test_catboost_no_model_fixed()

   Test that predict_proba raises Exception when model is None.


.. py:function:: test_catboost_no_conf_params_catboost_fixed()

   Test that predict_proba raises Exception when conf_params_catboost is None.


.. py:function:: test_bluecast_without_hyperparam_tuning()


.. py:function:: test_bluecast_with_hyperparam_tuning()


.. py:function:: test_bluecast_with_fine_tune_hyperparam_tuning()


.. py:function:: test_bluecast_with_grid_search_tune_hyperparam_tuning()