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Table 5 Fivefold cross validation results shown using ELM-SURF method on enzyme

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

90.75

90.81

90.57

83.20

2

89.85

88.82

90.22

81.74

3

89.58

90.37

89.19

81.33

4

90.46

90.08

90.82

82.68

5

91.26

91.23

91.22

83.55

Average

90.38 ± 0.68

91.26 ± 0.91

90.38 ± 0.74

82.74 ± 1.27

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BioData Mining

ISSN: 1756-0381