Automatic Historical Feature Generation through Tree-based Method in Ads Prediction

Hongjian Wang, Qi Li, Lanbo Zhang +4

Historical features are important in ads click-through rate (CTR) prediction, because they account for past engagements between users and ads. In this paper, we study how to effici…