Prediction of miRNA-Disease Association Using Deep Collaborative Filtering

Table 1

Performance comparison for HDMP, RLSMDA, IMCMDA, SPM, and DCFMDA in terms of F1 score.

	Top 100	Top 200	Top 300	Top 400	Top 500	Top 600	Top 700	Top 800	Top 900	Top 1000
DCFMDA	0.8827	0.8919	0.9091	0.8996	0.8938	0.8806	0.8773	0.8803	0.8854	0.8777
HDMP	0.9130	0.9417	0.8047	0.7635	0.7760	0.8201	0.8215	0.8405	0.8424	0.8317
RLSMDA	0.9473	0.9247	0.9209	0.9262	0.9142	0.9041	0.8906	0.8788	0.8701	0.8623
IMCMDA	0.9847	0.9446	0.8785	0.8506	0.8372	0.8048	0.7784	0.7635	0.7439	0.7318
SPM	0.9583	0.9333	0.9150	0.8732	0.8345	0.8142	0.8003	0.7943	0.7879	0.7812