Toward Explainable AI for Regression Models

1 code implementation • 21 Dec 2021 • Simon Letzgus, Patrick Wagner, Jonas Lederer, Wojciech Samek, Klaus-Robert Müller, Gregoire Montavon

In addition to the impressive predictive power of machine learning (ML) models, more recently, explanation methods have emerged that enable an interpretation of complex non-linear learning models such as deep neural networks.

Explainable Artificial Intelligence (XAI) regression