Object importances

CatBoost provides the following types of object importances calculation:

Choose the implementation for more details.

Class Class purpose Method
CatBoost

Training and applying models.

get_object_importance
CatBoostClassifier

Training and applying models for the classification problems. Provides compatibility with the scikit-learn tools.

get_object_importance
CatBoostRegressor

Training and applying models for the regression problems. When using the applying methods only the predicted class is returned. Provides compatibility with the scikit-learn tools.

get_object_importance
Class Class purpose Method
CatBoost

Training and applying models.

get_object_importance
CatBoostClassifier

Training and applying models for the classification problems. Provides compatibility with the scikit-learn tools.

get_object_importance
CatBoostRegressor

Training and applying models for the regression problems. When using the applying methods only the predicted class is returned. Provides compatibility with the scikit-learn tools.

get_object_importance