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. 2019 Nov 21;7:773. doi: 10.3389/fchem.2019.00773

Table 1.

Validation of shape-based models using different queries.

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.