Feature Subset Weighting for Distance-based Supervised Learning through Choquet Integration

Adnan Theerens, Yvan Saeys, Chris Cornelis

This paper introduces feature subset weighting using monotone measures for distance-based supervised learning. The Choquet integral is used to define a distance metric that incorpo…