Table 10 Comparison of the proposed system with existing nine prediction systems in terms of Threonine site prediction in the Independent dataset.
Systems | Category | Performance parameters of the systems | ||||
|---|---|---|---|---|---|---|
| Â | Â | Ac(%) | Sn(%) | Sp(%) | Mcc | FPR(%) |
KinasePhos [11] | Â | 95.06 | 5.88 | 95.77 | 0.01 | 4.23 |
NetPhosK [10] | Kinase Specific | 86.39 | 16.47 | 86.94 | 0.01 | 13.06 |
PPSP [6] | Â | 82.80 | 16.47 | 83.32 | -0.00 | 16.68 |
GPS [15] | Â | 82.85 | 16.47 | 83.38 | -0.00 | 16.62 |
AutoMotif Server AMS [14] | Â | 40.35 | 62.35 | 40.17 | 0.00 | 59.83 |
DISPHOS [8] | Â | 93.92 | 7.06 | 94.61 | 0.01 | 5.39 |
NetPhos [13] | Â | 82.19 | 22.35 | 82.66 | 0.01 | 17.34 |
PHOSIDA [5] | Kinase Independent | 97.15 | 1.18 | 97.91 | -0.01 | 2.09 |
Scansite [12] | Â | 98.93 | 0.00 | 99.71 | -0.00 | 0.29 |
PPRED (Proposed system) | Â | 69.87 | 67.06 | 69.90 | 0.07 | 30.10 |