Training

Training

CatBoost provides a variety of modes for training a model.

Choose the implementation for more details.


Class	Class purpose	Method
CatBoost	Training and applying models.	fit
CatBoostClassifier	Training and applying models for the classification problems. Provides compatibility with the scikit-learn tools.	fit
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.	fit


Class	Class purpose	Method
CatBoost	Training and applying models.	fit
CatBoostClassifier	Training and applying models for the classification problems. Provides compatibility with the scikit-learn tools.	fit
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.	fit


Method	Purpose
catboost.train	Train the model using a CatBoost dataset.


Command	Purpose
catboost fit	Train the model.