Neural Additive and Basis Models with Feature Selection and Interactions

Yasutoshi Kishimoto, Kota Yamanishi, Takuya Matsuda +1

Deep neural networks (DNNs) exhibit attractive performance in various fields but often suffer from low interpretability. The neural additive model (NAM) and its variant called the…