Fuzzy feature factorization machine: Bridging feature interaction, selection, and construction

Qihang Guo, Keyu Liu, Taihua Xu, Pingxin Wang, Xibei Yang

Abstract: Highlights•A novel concept of pairwise feature factorization is defined.•A novel fuzzy measure criterion is presented.•A novel feature construction strategy is proposed based on the selected features.