Anastasia Bezzubtseva

Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information

This study introduces a novel feature selection approach CMICOT, which is a further evolution of filter methods with sequential forward selection (SFS) whose scoring functions are based on conditional mutual information (MI). We state and study a novel saddle point (max-min) optimization problem to…