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Table 8 Fivefold cross validation results shown using SVM-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

83.56

86.89

78.91

72.40

2

82.37

84.30

80.98

70.94

3

81.19

80.84

80.56

69.43

4

82.37

82.33

84.47

70.85

5

86.99

87.50

87.78

77.31

Average

83.30 ± 2.23

84.37 ± 2.86

82.54 ± 3.57

72.19 ± 3.05