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Table 7 Fivefold cross validation results shown using ELM-SURF method on ion channels

From: An efficient computational method for predicting drug-target interactions using weighted extreme learning machine and speed up robot features

Testing set

Acc (%)

TPR (%)

PPV (%)

MCC (%)

1

88.51

83.32

89.75

77.98

2

87.78

82.78

88.58

76.98

3

88.16

83.78

89.65

77.95

4

87.36

81.55

89.01

78.60

5

87.06

80.07

88.40

79.21

Average

87.76 ± 5.86

82.22 ± 1.56

89.08 ± 0.61

72.19 ± 3.05

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BioData Mining

ISSN: 1756-0381