Table 1.
Kinase | Model | AUC | TOP 1% | TOP 5% | TOP 10% | |||
---|---|---|---|---|---|---|---|---|
EF | BEDROC | EF | BEDROC | EF | BEDROC | |||
CDPK1 | I* | 0.81 | 22.10 | 0.63 | 10.06 | 0.50 | 5.41 | 0.52 |
II | 0.83 | 20.99 | 0.58 | 7.40 | 0.41 | 4.74 | 0.45 | |
III | 0.69 | 0.55 | 0.02 | 2.20 | 0.09 | 2.21 | 0.16 | |
CDPK4 | IV* | 0.77 | 3.64 | 0.13 | 3.64 | 0.17 | 3.27 | 0.24 |
V | 0.72 | 3.64 | 0.13 | 3.15 | 0.15 | 3.27 | 0.23 | |
VI | 0.74 | 3.64 | 0.13 | 3.39 | 0.15 | 3.27 | 0.23 | |
PK6 | VII* | 0.95 | 26.15 | 0.77 | 13.64 | 0.68 | 8.46 | 0.74 |
VIII | 0.94 | 26.15 | 0.75 | 13.54 | 0.66 | 8.62 | 0.72 | |
IX | 0.93 | 24.62 | 0.65 | 13.54 | 0.64 | 8.31 | 0.72 |
AUC, area under the ROC curve; EF, Enrichmenent Factor; BEDROC, Boltzmann-Enhanced Discrimination of ROC.
Selected model.