Table 11 Comparison of the proposed system with existing nine prediction systems in terms of Tyrosine site prediction in the independent dataset.
Systems | Category | Performance parameters of the systems | ||||
|---|---|---|---|---|---|---|
| Â | Â | Ac(%) | Sn(%) | Sp(%) | Mcc | FPR(%) |
KinasePhos [11] | Â | 94.39 | 2.06 | 96.06 | -0.01 | 3.94 |
NetPhosK [10] | Kinase Specific | 86.62 | 12.37 | 87.97 | 0.00 | 12.03 |
PPSP [6] | Â | 82.40 | 13.40 | 83.66 | -0.01 | 16.34 |
GPS [15] | Â | 83.03 | 14.43 | 84.28 | -0.00 | 15.72 |
AutoMotif Server AMS [14] | Â | 41.47 | 54.64 | 41.23 | -0.01 | 58.77 |
DISPHOS [8] | Â | 94.07 | 8.25 | 95.63 | 0.02 | 4.37 |
NetPhos [13] | Â | 82.96 | 16.49 | 84.16 | 0.00 | 15.84 |
PHOSIDA [5] | Kinase Independent | 97.18 | 3.09 | 98.89 | 0.02 | 1.11 |
Scansite [12] | Â | 97.37 | 3.09 | 99.08 | 0.03 | 0.92 |
PPRED (Proposed system) | Â | 64.83 | 76.29 | 64.62 | 0.11 | 35.38 |