Assessing high-order effects in feature importance via predictability decomposition

Marlis Ontivero-Ortega, Luca Faes, Jesus M Cortes +2

Leveraging the large body of work devoted in recent years to describe redundancy and synergy in multivariate interactions among random variables, we propose a novel approach to qua…