From: In-silico prediction of disorder content using hybrid sequence representation
Predictor | Evaluation of the predicted disorder content | Evaluation of the predicted disorder at the residue-level | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | MSE | MAE | PCC | % of chains | MAE |  |  |  | |||||
 | value | stat. signif. | value | stat. signif. | value | stat. signif. | over-predicted | under-predicted | over-predicted | under-predicted | AUC | Accuracy | MCC |
PROFbval | 0.178 | ++ | 0.387 | ++ | 0.38 | ++ | 0.86 | 0.14 | 0.41 | 0.27 | 0.696 | 0.528 | 0.196 |
NORSnet | 0.112 | ++ | 0.206 | ++ | 0.34 | ++ | 0.22 | 0.74 | 0.23 | 0.21 | 0.711 | 0.763 | 0.269 |
DISOclust | 0.103 | ++ | 0.256 | ++ | 0.54 | ++ | 0.84 | 0.16 | 0.26 | 0.24 | 0.778 | 0.672 | 0.351 |
IUPRedL | 0.083 | ++ | 0.172 | = | 0.47 | ++ | 0.40 | 0.57 | 0.14 | 0.20 | 0.767 | 0.785 | 0.365 |
MD | 0.079 | ++ | 0.182 | + | 0.61 | ++ | 0.54 | 0.44 | 0.24 | 0.12 | 0.816 | 0.790 | 0.424 |
DISOPRED 2 | 0.076 | ++ | 0.167 | = | 0.49 | ++ | 0.57 | 0.41 | 0.14 | 0.22 | 0.780 | 0.771 | 0.382 |
MFDp | 0.074 | ++ | 0.177 | = | 0.58 | ++ | 0.67 | 0.30 | 0.18 | 0.19 | 0.795 | 0.764 | 0.425 |
IUPRedS | 0.070 | + | 0.155 | = | 0.53 | ++ | 0.49 | 0.48 | 0.10 | 0.22 | 0.771 | 0.795 | 0.366 |
Ucon | 0.069 | + | 0.177 | = | 0.52 | ++ | 0.63 | 0.35 | 0.14 | 0.26 | 0.732 | 0.739 | 0.284 |
PONDR-FIT | 0.066 | + | 0.167 | = | 0.55 | ++ | 0.65 | 0.34 | 0.13 | 0.24 | 0.776 | 0.777 | 0.383 |
DisCon | 0.050 | Â | 0.156 | Â | 0.68 | Â | 0.62 | 0.37 | 0.14 | 0.18 | N/A | N/A | N/A |