ParamBoost: Gradient Boosted Piecewise Cubic Polynomials

Nicolas Salvadé, Tim Hillel

Generalized Additive Models (GAMs) can be used to create non-linear glass-box (i.e. explicitly interpretable) models, where the predictive function is fully observable over the com…