Work

Evaluation Toolkit for Model Agnostic Methods

Year: 2026

Type: software

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.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23374073

Authors: Schulze, Tobias, Buschmann, Daniel, Sohnius, Felix, Schmitt, Robert

Institutions: RWTH Aachen University, Fraunhofer Institute for Production Technology IPT

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: Deutsche Forschungsgemeinschaft

OpenAlex ID: W7224116924

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