Target | Data source | ML algorithm | 95% confidence intervals for ROC_AUC on test set |
---|---|---|---|
abl1 | DUD-E Kinase subset | SVM | 0.969 ± 0.019 |
akt2 | 0.991 ± 0.014 | ||
csf1r | 0.975 ± 0.017 | ||
egfr | 0.986 ± 0.009 | ||
igf1r | 0.963 ± 0.036 | ||
jak2 | 0.998 ± 0.002 | ||
kpcb | 0.973 ± 0.023 | ||
mapk2 | 0.987 ± 0.009 | ||
mk01 | 0.963 ± 0.036 | ||
src | 0.960 ± 0.019 | ||
tgfr1 | 0.994 ± 0.007 | ||
wee1 | 0.994 ± 0.011 | ||
akt1 | DUD-E Diverse subset | 0.987 ± 0.008 | |
cxcr4 | 1.000 ± 0.000 | ||
hivpr | 0.984 ± 0.009 |