Evaluation Toolkit for Model Agnostic Methods

Zenodo (CERN European Organization for Nuclear Research)

Abstract

The Evaluation Toolkit for Model Agnostic Methods is a package for evaluating Model Agnostic Interpretable Machine Learning Models. It includes a multitude of metrics to assess the different methods. It is based on and uses the structure of the Model Agnostic Toolkit.

Authors 4

1. Tobias Schulze Aachen Werkzeugmaschinenlabor

   RWTH Aachen University

   Affiliation as printed

   RWTH Aachen University

   Werkzeugmaschinenlabor der RWTH Aachen

2. Daniel Buschmann Aachen

   RWTH Aachen University

   Affiliation as printed

   RWTH Aachen University

3. Felix Sohnius Aachen Werkzeugmaschinenlabor

   RWTH Aachen University

   Affiliation as printed

   Werkzeugmaschinenlabor der RWTH Aachen

4. Robert Heinrich Schmitt Aachen Fraunhofer Institute for Production Technology IPT

   Fraunhofer Institute for Production Technology IPT · RWTH Aachen University

   Affiliation as printed

   Fraunhofer Institute for Production Technology IPT

   RWTH Aachen University