Reinforcement Learning-based Feature Generation Algorithm for Scientific Data

Meng Xiao, Junfeng Zhou, Yuanchun Zhou

Feature generation (FG) aims to enhance the prediction potential of original data by constructing high-order feature combinations and removing redundant features. It is a key prepr…