Table 2.

The second and third columns show the average and standard deviation of AUCs on 585 diseases and 137 drugs for each subset of drug features, respectively

Subset E	Avg ∓ STDV of AUC on 585 disease	Avg ∓ STDVof AUC on 137 drugs
{s}	0.909 ∓ 0.08	0.802 ∓ 0.14
{g}	0.724 ∓ 0.18	0.837 ∓ 0.10
{e}	0.495 ∓ 0.19	0.921 ∓ 0.09
{p}	0.620 ∓ 0.22	0.939 ∓ 0.05
{g,s}	0.911 ∓ 0.08	0.790 ∓ 0.15
{e,s}	0.821 ∓ 0.11	0.795 ∓ 0.15
{s,p}	0.896 ∓ 0.09	0.807 ∓ 0.14
{e,g}	0.644 ∓ 0.20	0.839 ∓ 0.11
{g,p}	0.713 ∓ 0.19	0.836 ∓ 0.11
{e,p}	0.570 ∓ 0.20	0.920 ∓ 0.06
{e,g,s}	0.797 ∓ 0.14	0.792 ∓ 0.15
{g,p,s}	0.833 ∓ 0.12	0.798 ∓ 0.14
{g,p,e}	0.687 ∓ 0.19	0.832 ∓ 0.12
{e,p,s}	0.822 ∓ 0.11	0.797 ∓ 0.14
{s,e,g,p}	0.798 ∓ 0.14	0.792 ∓ 0.15