A Bitter ALE: Making the Most of Accumulated Local Effects (ALE) Plots

• In Event: Local Effects and Estimators

Brief Overview

We discuss a new machine learning graphical interpretation technique: accumulated local effects (ALE) plots. We identify two shortcomings and propose solutions.

Authors

• Soren Jordan, Auburn University

• Hannah Paul, University of Colorado Boulder

• Andrew Q Philips, University of Colorado Boulder