Table 2. Performance of the proposed method for prediction of phosphorylation site specific to the kinases PKA, PKC, MAPK, CK2 on the training and test dataset.
Name of the kinases | Precision | Recall | F-measure | Accuracy(%) |
---|---|---|---|---|
PHSDB | PHSDB | PHSDB | PHSDB | |
PKA | 0.7680 | 0.8205 | 0.7933 | 96.11 |
PKC | 0.8607 | 0.8500 | 0.8553 | 97.38 |
MAPK | 0.7672 | 0.8900 | 0.8240 | 96.54 |
CK2 | 0.7529 | 0.8533 | 0.7999 | 96.12 |
Here 60% of the positive data is used for training and the remaining 40% Data along with negative data is used as test dataset. We renamed this test dataset as PHSDB.