High-Order Conditional Mutual Information Maximization for dealing with High-Order Dependencies in Feature Selection

no code implementations • 18 Jul 2022 • Francisco Souza, Cristiano Premebida, Rui Araújo

The proposed High Order Conditional Mutual Information Maximization (HOCMIM) incorporates high order dependencies into the feature selection procedure and has a straightforward interpretation due to its bottom-up derivation.

feature selection Vocal Bursts Intensity Prediction