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Table 4 Fivefold cross validation results shown using WELM-SURF method on nuclear receptor

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

70.56

76.47

65.00

57.23

2

75.00

80.00

76.19

61.73

3

77.38

75.00

90.00

63.25

4

77.78

93.33

66.67

64.44

5

86.11

78.57

84.82

74.47

Average

77.45 ± 5.67

80.67 ± 7.33

76.50 ± 10.92

64.22 ± 6.35

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BioData Mining

ISSN: 1756-0381