Accurate intelligible models with pairwise interactions
Yin Lou, Rich Caruana, Johannes E. Gehrke, Giles Hooker · 2013
Standard generalized additive models (GAMs) usually model the dependent variable as a sum of univariate models. Although previous studies have shown that standard GAMs can be interpreted by users, their accuracy is significantly less than more complex models that permit interactions.