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Table 1 Benchmark Yamanishi_08 datasets and FDA_DrugBank dataset statistics

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