Table 1 The comparison results between our method and other nine computational models
From: FKL-Spa-LapRLS: an accurate method for identifying human microRNA-disease association
Methods | Global LOOCV | Local LOOCV | 5-fold CV |
|---|---|---|---|
FKL-Spa-LapRLS | 0.9563 | 0.8398 | 0.9535 |
PBMDA | 0.9169 | 0.8341 | 0.9172 |
MCMDA | 0.8749 | 0.7718 | 0.8767 |
MaxFlow | 0.8624 | 0.7774 | 0.8579 |
NCPMDA | 0.9073 | 0.8584 | 0.8763 |
WBSMDA | 0.8030 | 0.8031 | 0.8185 |
HDMP | 0.8366 | 0.7702 | 0.8342 |
RLSMDA | 0.8426 | 0.6953 | 0.8569 |
LRSSLMDA | 0.9178 | 0.8418 | 0.9181 |
HGIMDA | 0.8781 | 0.8077 | — |