Cooperative effects in feature importance of individual patterns: application to air pollutants and Alzheimer disease

M. Ontivero-Ortega, A. Fania, A. Lacalamita +3

Leveraging recent advances in the analysis of synergy and redundancy in systems of random variables, an adaptive version of the widely used metric Leave One Covariate Out (LOCO) ha…