Hybrid Recommendation Scheme Based on Deep Learning

Table 1

RMSE compared with different test sets

Methods	Mean square error under different datasets				Total RMSE
	10 W	20 W	30 W	40 W
Our method	2.044	1.551	1.471	1.372	1.294
MF	2.741	2.346	2.212	1.784	1.597
HMF	2.544	2.147	2.030	1.710	1.681
CTR	2.410	2.134	1.904	1.611	1.511
DeepCoNN	2.142	1.644	1.579	1.507	1.471