Table 1 Details about benchmark datasets
From: A unified frame of predicting side effects of drugs by using linear neighborhood similarity
Dataset | #drug | #side effect | #substructure | #target | #transporter | #enzyme | #pathway | # indication |
|---|---|---|---|---|---|---|---|---|
Pauwels’s dataset | 888 | 1385 | 881 | N.A | N.A | N.A | N.A | N.A |
Mizutani’s dataset | 658 | 1339 | 881 | 1368 | N.A | N.A | N.A | N.A |
Liu’s dataset | 832 | 1385 | 881 | 786 | 72 | 111 | 173 | 869 |
SIDER 4 dataset | 1080 | 2260 | 881 | 1050 | 96 | 160 | 268 | 2537 |