From: DTi2Vec: Drug–target interaction prediction using network embedding and ensemble learning
Statistics | Benchmark datasets | FDA_DrugBank | |||
---|---|---|---|---|---|
NR | GPCR | IC | Enzyme | ||
Number of drugs | 54 | 223 | 210 | 445 | 1,482 |
Number of targets | 26 | 95 | 204 | 664 | 1,408 |
Known DTIs | 90 | 635 | 1476 | 2926 | 9881 |
Unknown DTIs | 1314 | 20,550 | 41,364 | 292,554 | 2,076,775 |
Sparsity ratio | 0.068 | 0.031 | 0.036 | 0.010 | 0.005 |