Deep Field-Aware Interaction Machine for Click-Through Rate Prediction

Table 1

The comparisons between FM, FFM, AFM, AFFM, and FIM.

Model	Embedding size	Dropout	Regularization	Logloss
FM	16	0	0.00001	0.4011
FFM	8	0	0.00001	0.3999
AFM	4	0	0.00001	0.4005
AFFM	4	0	0.00001	0.3996
FIM	4	0.3	0.00001	0.3991