From: Inferring potential small molecule–miRNA association based on triple layer heterogeneous network
Dataset | Experimental types | TLHNSMMA | SMiR-NBI |
---|---|---|---|
Dataset 1 | AUC in global LOOCV | 0.9859 | 0.8843 |
AUC in SM-fixed local LOOCV | 0.7645 | 0.7497 | |
AUC in miRNA-fixed local LOOCV | 0.9845 | 0.8837 | |
Average AUC in fivefold cross validation | 0.9851 ± 0.0012 | 0.8554 ± 0.0063 | |
Dataset 2 | AUC in global LOOCV | 0.8149 | 0.7264 |
AUC in SM-fixed local LOOCV | 0.6057 | 0.6100 | |
AUC in miRNA-fixed local LOOCV | 0.8244 | 0.7846 | |
Average AUC in fivefold cross validation | 0.8168 ± 0.0022 | 0.7104 ± 0.0087 |