Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters

Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça +3

Machine Learning (ML) algorithms have been increasingly applied to problems from several different areas. Despite their growing popularity, their predictive performance is usually…