Table 1 Comparison of calculation speed between proposed method and five state-of-the-art prediction methods
Method | 5-fold CV | Global LOOCV |
|---|---|---|
Average running time (s) | Running time (s) | |
Proposed method | 1.5604 \(\pm\) 0.1290 | 7.4807 |
KATZHMDA | 1.7240 \(\pm\) 0.1190 | 8.6369 |
LRLSHMDA | 1.8275 \(\pm\) 0.2236 | 29.1313 |
BiRWHMDA | 1.6293 \(\pm\) 0.1057 | 11.7000 |
GRNMFHMDA | 1.9593 \(\pm\) 0.1669 | 30.1469 |
NTSHMDA | 1.8302 + -0.8365 | 19.4239 |