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Table 3 Fivefold cross validation results shown using WELM-SURF method on GPCRs

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

83.07

80.95

84.30

71.84

2

88.58

86.18

89.83

79.71

3

87.40

88.00

86.81

77.97

4

84.25

85.83

83.21

73.45

5

83.86

81.34

87.20

72.88

Average

85.43 ± 2.41

84.46 ± 3.14

86.23 ± 2.60

75.17 ± 3.46

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BioData Mining

ISSN: 1756-0381