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

Table 3

Accuracy on cross-validation.

Model	Accuracy	Std.	Fold 1	Fold 2	Fold 3	Fold 4
FNN	0.8335	0.00019	0.8333	0.8336	0.8338	0.8334
DeepFM	0.8354	0.00011	0.8354	0.8356	0.8354	0.8353
FNFM	0.8353	0.00022	0.835	0.8354	0.8356	0.8353
DeepFIM	0.8356	0.00012	0.8355	0.8356	0.8358	0.8355