Neural Personalized Ranking via Poisson Factor Model for Item Recommendation

Table 4

Performance of NBPFM with different hidden layers on Foursquare.

Metric	NBPFM-0	NBPFM-1	NBPFM-2	NBPFM-3	NBPFM-4
Precision@3	0.11656	0.11730	0.12378	0.12075	0.11885
Precision@5	0.10643	0.10764	0.11203	0.10760	0.10480
Precision@10	0.08530	0.08614	0.08968	0.08535	0.08475
Recall@3	0.02573	0.02550	0.02743	0.02700	0.02640
Recall@5	0.04003	0.04033	0.04183	0.04138	0.03910
Recall@10	0.06410	0.06485	0.06708	0.06630	0.00620