ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning

Guangzhi Xiong, Sanchit Sinha, Aidong Zhang

Generalized additive models (GAMs) have long been a powerful white-box tool for the intelligible analysis of tabular data, revealing the influence of each feature on the model pred…