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Table 1 The proportion of positive and negative samples in each dataset

From: DTI-HeNE: a novel method for drug-target interaction prediction based on heterogeneous network embedding

 

Nuclear receptors

Ion channels

GPCR

Enzymes

DrugBank

Positive

6.41% (90)

3.45% (1476)

3% (635)

1% (2926)

0.47% (9881)

Negative

93.59% (1314)

96.55% (41,364)

97% (20,550)

99% (292,554)

99.53% (2,076,775)