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Table 15 Comparing the efficiency of the S-PUL method with previous methods in the prediction of unlabeled genes of Endocrine disease class (including Adrenal disease)

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

Method

Precision

Recall

F1

PUDI [20]

82%

80.3%

80.4%

ProDiGe [19]

54.3%

96.3%

69.3%

Smalter et al. [8]

75.4%

67.6%

70.6%

Xu et al. [21]

72.1%

60%

65.4%

EPU [14]

85.2%

81%

84.1%

Nikdel et al. [12]

91.87%

94.23%

93.03%

S-PUL_V3

84.84%

96.55%

90.32%

S-PUL_V4

85.93%

94.82%

90.16%

S-PUL_V5

95%

98.27%

96.61%

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BMC Medical Genomics

ISSN: 1755-8794

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