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Table 18 Comparing the S-PUL method efficiency and the [12] study with biologists in the prediction of disease genes from 2015 to 2016

From: Disease candidate genes prediction using positive labeled and unlabeled instances

The name of the disease ↓

Method→

Biologists [4]

Nikdel et al. [12]

SPUL_V3

SPUL_V4

SPUL_V5

Adrenal

Number of genes

9

9

8

8

9

Recall

 

100%

88.88%

88.88%

100%

Colon

Number of genes

240

229

233

238

239

Recall

 

95.41%

97.08%

99.16%

99.58%

Prostate

Number of genes

191

178

182

188

189

Recall

 

93.61%

95.28%

98.42%

98.95%