Table 1 The first and second columns show each subset of drug features and the number of drugs which these features are available in the database, respectively. The third column indicates the number of drug-disease associations where the features are available in the database and the fourth one identifies the number of unknown drug-disease associations
Subset E | No. of Drugs | No. of drug associations (\( \mathcal{A} \)) | No. of unknown drug-disease association | Avg. of AUC | AUC |
|---|---|---|---|---|---|
{s} | 4240 | 13,916 | 25,235,284 | 0.942 | 0.944 |
{g} | 729 | 6175 | 4,335,020 | 0.894 | 0.888 |
{e} | 671 | 10,950 | 3,984,855 | 0.927 | 0.926 |
{p} | 6233 | 16,846 | 37,100,669 | 0.942 | 0.943 |
{g,s} | 729 | 6175 | 4,335,020 | 0.936 | 0.933 |
{e,s} | 471 | 8398 | 2,796,407 | 0.870 | 0.871 |
{s,p} | 3226 | 13,159 | 19,197,671 | 0.941 | 0.941 |
{e,g} | 155 | 4065 | 918,960 | 0.856 | 0.844 |
{g,p} | 337 | 5928 | 2,000,907 | 0.857 | 0.864 |
{e,p} | 600 | 10,305 | 3,562,695 | 0.909 | 0.906 |
{e,g,s} | 155 | 4065 | 918,960 | 0.849 | 0.848 |
{g,p,s} | 337 | 5928 | 2,000,907 | 0.876 | 0.877 |
{g,p,e} | 146 | 3944 | 865,486 | 0.834 | 0.844 |
{e,p,s} | 440 | 8162 | 2,612,038 | 0.868 | 0.870 |
{s,e,g,p} | 146 | 3944 | 865,486 | 0.840 | 0.846 |