A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML

Giorgos Borboudakis, Paulos Charonyktakis, Konstantinos Paraschakis +1

AutoML platforms have numerous options for the algorithms to try for each step of the analysis, i.e., different possible algorithms for imputation, transformations, feature selecti…