Model Module

This module provides feature analysis and model interpretation functions.

Feature Interpreter

FeatureInterpreter is a class that helps to generate the following information:

• feature distribution based on feature types

• feature correlation based on feature types

• feature importance ranking for a trained model

Model Interpreter

ModelInterpreter is a class that helps to understand the model performance with a model-agnostic explainer by aggregating explanation either

• on training sample to interpret the model, or

• on validation samples for error analysis.

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