Average ROC and ROC50 scores | |||
---|---|---|---|
Methods | ROC | ROC50 | Source |
SVM-Top-n-gram | Â | Â | Â |
n = 1 | 0.7778 | 0.649 | Â |
n = 2 | 0.8130 | 0.642 | Â |
n = 3 | 0.7960 | 0.628 | Â |
SVM-Top-n-gram-combine | 0.8180 | 0.677 | Â |
SVM-Bprofile(Ph = 0.11) | 0.8042 | 0.644 | Â |
SVM-Top-n-gram-combine-LSA | 0.8535 | 0.694 | Â |
SVM-Bprofile-LSA(Ph = 0.11) | 0.8233 | 0.658 | Â |
PSI-BLAST | 0.5010 | 0.010 | [24] |
SVM-Pairwise | 0.7240 | 0.359 | [24] |
SVM-LA | 0.8340 | 0.504 | [24] |
Gpkernel | 0.8440 | 0.514 | [24] |
Mismatch | 0.8140 | 0.467 | [24] |
eMOTIF | 0.6980 | 0.308 | [24] |