From: On the robustness of generalization of drug–drug interaction models
Dataset | Splitting scheme | Nb. of drug combinations | SS | SU | UU |
---|---|---|---|---|---|
Drugbank | Random | 38,363 ± 0 | 38,341 ± 5 | 21 ± 5 | 0 ± 1 |
One-unseen | 46,178 ± 1598 | 0 ± 0 | 46,178 ± 1598 | 0 ± 0 | |
Both-unseen | 7580 ± 6834 | 0 ± 0 | 0 ± 0 | 7580 ± 6834 | |
Twosides | Random | 6348 ± 0 | 6347 ± 1 | 1 ± 1 | 0 ± 0 |
One-unseen | 9706 ± 630 | 0 ± 0 | 9706 ± 630 | 0 ± 0 | |
Both-unseen | 629 ± 107 | 0 ± 0 | 0 ± 0 | 629 ± 107 |