Statistically Valid Variable Importance Assessment through Conditional Permutations

Ahmad Chamma, Denis A. Engemann, Bertrand Thirion

Variable importance assessment has become a crucial step in machine-learning applications when using complex learners, such as deep neural networks, on large-scale data. Removal-ba…