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CTR Prediction on Amazon Electronics (public)

77.92AUCDIEN
74.207275.171176.13577.0989Sep 11, 2018

Evaluation results

MethodLinks
DIENComponents=GRU + AUGRU + auxiliary loss2018.0977.92
Two layer GRU AttentionArchitecture=Two layer GRU, Mechanism=attention2018.0976.05
DINMechanism=attention2018.0976.03
PNNLayer=product layer2018.0975.43
Wide & DeepArchitecture=Linear model + Deep model2018.0974.56
BaseModelPooling=sum pooling2018.0974.35