A New Generalized Error Path Algorithm for Model Selection

Bin Gu, Charles X. Ling

Abstract: Model selection with cross validation (CV) is very popular in machine learning. However, CV with grid and other common search strategies cannot guarantee to find the model with minimum CV error, wh...