Model Ensemble for Click Prediction in Bing Search Ads

7 Apr 2017 ... ... co-trains LR (wide) and DNN (deep) together; ad CTR in Facebook [14] uses GBDT ... final prediction; Yandex [25] boosts LR with GBDT for CTR pre- diction; and there ... Inspired by XGBoost [4], we use second order Taylor ...