IMMIGRATE: A Margin-based Feature Selection Method with Interaction Terms

Ruzhang Zhao, Pengyu Hong, Jun S Liu

Relief based algorithms have often been claimed to uncover feature interactions. However, it is still unclear whether and how interaction terms will be differentiated from marginal…