The Most Important Features in Generalized Additive Models Might Be Groups of Features

Tomas M. Bosschieter, Luis Franca, Jessica Wolk +8

While analyzing the importance of features has become ubiquitous in interpretable machine learning, the joint signal from a group of related features is sometimes overlooked or ina…