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Table 2 Fivefold cross validation results shown using WELM-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

88.98

93.26

84.12

80.31

2

92.54

91.47

93.38

86.19

3

90.68

90.59

90.28

83.08

4

89.32

89.91

90.19

80.82

5

91.39

93.59

90.40

84.17

Average

90.48 ± 1.47

91.76 ± 1.62

89.67 ± 3.38

82.91 ± 2.42

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BioData Mining

ISSN: 1756-0381