Table 2.
Task type | Dataset | No. nodes | No. edges | Density | No. node labels |
---|---|---|---|---|---|
Link prediction | CTD DDA | 12 765 | 92 813 | 0.11% | — |
NDFRT DDA | 13 545 | 56 515 | 0.06% | — | |
DrugBank DDI | 2191 | 242 027 | 10.08% | — | |
STRING PPI | 15 131 | 359 776 | 0.31% | — | |
Node classification | Clin Term COOC | 48 651 | 1 659 249 | 0.14% | 31 |
node2vec PPI | 3890 | 76 584 | 1.01% | 50 | |
MashUp PPI | 16 143 | 300 181 | 0.23% | 28 |