Feature and model type selection using multi-objective optimization for AutoML
Joachim van der Herten, Tom Dhaene · Ghent University Academic Bibliography (Ghent University) · 2016
Automatic identification of relevant features, appropriate model types and their optimal parameters are three fundamental concepts of AutoML.We present a multi-objective method for performing these three tasks, and illustrate its performance on a 30 dimensional data set.