Nonparametric variable importance using an augmented neural network with multi-task learning

Jean Feng, Brian D. Williamson, Marco Carone, Noah Simon

Abstract: In predictive modeling applications, it is often of interest to determine the relative contribution of subsets of features in explaining the variability of an outcome. It is useful to consider this...