Feature importances

CatBoost provides different types of feature importance calculation:
Feature importance calculation type Implementations

The most important features in the formula

The contribution of each feature to the formula

ShapValues

The features that work well together

Feature importance calculation type Implementations

The most important features in the formula

The contribution of each feature to the formula

ShapValues

The features that work well together

Choose the implementation for more details.

Use one of the following methods: