Table 2.
Performance comparisons tested on the TEST419 and TEST2012 datasets
| Test dataset | predictor | ACC | TPR | FPR | AUC |
|---|---|---|---|---|---|
| TEST419 |
MFSPSSMPred |
0.636 |
0.491 |
0.219 |
0.677 |
| |
MoRFpred [4] |
0.603 |
0.254 |
0.049 |
0.673 |
| |
α-MoRF-predI [5] |
0.543 |
0.123 |
0.037 |
NA* |
| |
α-MoRF-predII [6] |
0.580 |
0.258 |
0.098 |
NA* |
| |
ANCHOR [7] |
0.568 |
0.389 |
0.253 |
0.600 |
| |
MD [23] |
0.550 |
0.485 |
0.386 |
0.598 |
| TEST2012 |
MFSPSSMPred |
0.702 |
0.575 |
0.172 |
0.724 |
| |
MoRFpred [4] |
0.596 |
0.236 |
0.045 |
0.697 |
| |
MD [23] |
0.589 |
0.613 |
0.436 |
0.679 |
| |
ANCHOR [7] |
0.599 |
0.433 |
0.236 |
0.638 |
| |
IUPpredS [24] |
0.581 |
0.449 |
0.287 |
0.634 |
| |
IUPpredL [24] |
0.595 |
0.572 |
0.382 |
0.62 |
| |
MFDp [25] |
0.598 |
0.752 |
0.556 |
0.62 |
| |
Spine-D [26] |
0.599 |
0.72 |
0.522 |
0.605 |
| |
DISOPRED2 [27] |
0.544 |
0.543 |
0.455 |
0.548 |
| DISOclust [28] | 0.530 | 0.653 | 0.593 | 0.512 |
* Because the α-MoRF-predI and α-MoRF-predII generate only binary predictions, their AUC cannot be computed.