Regular prediction

CatBoost provides a variety of modes for regular prediction.

Choose the implementation for more details.

Python packagePython package

ClassesClasses

CatBoostCatBoost

Class purpose

Training and applying models.

Method

predict

Description

Apply the model to the given dataset.

CatBoostClassifierCatBoostClassifier

Class purpose

Training and applying models.

Method

predict

Class predict_proba

Class purpose

Apply the model to the given dataset to predict the probability that the object belongs to the given classes.

CatBoostRegressorCatBoostRegressor

Class purpose

Training and applying models.

Method

predict

Description

Apply the model to the given dataset.

R packageR package

Method

catboost.predict

Purpose

Apply the model to the given dataset.

Command-line versionCommand-line version

Command

catboost calc

Purpose

Apply the model.