TABLE 3.

Comparison of the prediction performance based on the ncDR dataset (N/A means not available).

Method	ncDR	RNAInter	SM2miR1	SM2miR2	SM2miR3
GCMDR	0.9359 ± 0.0006	N/A	N/A	N/A	N/A
EPLMI	0.8971 ± 0.0009	N/A	N/A	N/A	N/A
Neighbor-based CF	0.8644 ± 0.0009	0.8532 ± 0.0007	0.6289 ± 0.0017	0.7346 ± 0.0027	0.8654 ± 0.0015
Drug-based CF	0.7313 ± 0.0008	0.7120 ± 0.0010	0.6982 ± 0.0026	0.6993 ± 0.0013	0.7030 ± 0.0016
miRNA-based CF	0.8235 ± 0.0015	0.8364 ± 0.0022	0.6325 ± 0.0019	0.6534 ± 0.0014	0.7644 ± 0.0009
SVD-based MF	0.6007 ± 0.0052	0.6189 ± 0.0044	0.5978 ± 0.0050	0.6039 ± 0.0051	0.6045 ± 0.0045
BNEMDI	0.9568 ± 0.0010	0.9420 ± 0.0016	0.8489 ± 0.0021	0.8774 ± 0.0023	0.9005 ± 0.0026