Emilian David

Unified Feature Selection and Hyperparameter Bayesian Optimization for Machine Learning based Regression

2019

In this paper we propose a method that is based on Bayesian optimization that performs feature selection and hyperparameter optimization for training regression models. Without loss of generality, we consider here as regressor a Multilayer …