Memorize, Factorize, or be Naïve: Learning Optimal Feature Interaction Methods for CTR Prediction

Benchmark Model Rank Results
click-through-rate-prediction-on-avazuOptInter#1AUC: 0.8062LogLoss: 0.3637
click-through-rate-prediction-on-avazuOptInter-M#2AUC: 0.8060LogLoss: 0.3638
click-through-rate-prediction-on-ipinyouOptInter#4AUC: 0.7825LogLoss: 0.005604
click-through-rate-prediction-on-ipinyouOptInter-M#5AUC: 0.7800LogLoss: 0.00564
click-through-rate-prediction-on-criteoOptInter#19AUC: 0.8101Log Loss: 0.4417