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

.. py:module:: bluecast.tests.test_catboost_regression


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


Functions
~~~~~~~~~

.. autoapisummary::

   bluecast.tests.test_catboost_regression.test_BlueCastRegression_without_hyperparam_tuning
   bluecast.tests.test_catboost_regression.test_BlueCastRegression_with_hyperparam_tuning
   bluecast.tests.test_catboost_regression.test_BlueCastRegression_with_fine_tune_hyperparam_tuning
   bluecast.tests.test_catboost_regression.test_BlueCastRegression_with_grid_search_tune_hyperparam_tuning
   bluecast.tests.test_catboost_regression.test_catboost_regression_with_cat_columns_none_and_ml_algorithm_encoding
   bluecast.tests.test_catboost_regression.test_catboost_regression_with_disabled_ml_algorithm_encoding



.. py:function:: test_BlueCastRegression_without_hyperparam_tuning()


.. py:function:: test_BlueCastRegression_with_hyperparam_tuning()


.. py:function:: test_BlueCastRegression_with_fine_tune_hyperparam_tuning()


.. py:function:: test_BlueCastRegression_with_grid_search_tune_hyperparam_tuning()


.. py:function:: test_catboost_regression_with_cat_columns_none_and_ml_algorithm_encoding()

   Test that CatboostModelRegression works with cat_columns=None and cat_encoding_via_ml_algorithm=True.
   This test addresses the bug where using a custom CatboostModelRegression with cat_encoding_via_ml_algorithm=True
   would fail due to categorical column mismatches.


.. py:function:: test_catboost_regression_with_disabled_ml_algorithm_encoding()

   Test the alternative solution: disable cat_encoding_via_ml_algorithm (set to False).
   This allows CatboostModelRegression to work with cat_columns=None by using BlueCast's
   own categorical encoding instead of CatBoost's native categorical support.