SplitWise Regression: Stepwise Modeling with Adaptive Dummy Encoding

Marcell T. Kurbucz, Nikolaos Tzivanakis, Nilufer Sari Aslam +1

Capturing nonlinear relationships without sacrificing interpretability remains a persistent challenge in regression modeling. We introduce SplitWise, a novel framework that enhance…