Interpretability-by-Design with Accurate Locally Additive Models and Conditional Feature Effects.

arXiv:2602.16503v2 Announce Type: replace-cross Abstract: Generalized additive models (GAMs) offer high interpretability through independent univariate feature effects but underfit when interactions are present in data. GA$^2$Ms add selected pairwise interacti