Does the Model Say What the Data Says? A Simple Heuristic for Model Data Alignment

Henry Salgado, Meagan R. Kendall, Martine Ceberio

In this work, we propose a simple and computationally efficient framework for evaluating whether machine learning models align with the structure of the data they learn from; that…