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Table 4 Results of tenfold cross-validation experiment performed using Model 1 to predict main enzyme class

From: A top-down approach to classify enzyme functional classes and sub-classes using random forest

Class

Total sequences

True positive

False positive

Precision rate (%)

Recall (%)

1

986

878

115

88.40

88.70

2

734

602

95

86.40

84.10

3

674

610

124

83.10

86.60

4

828

737

81

90.10

89.60

5

664

558

75

88.20

86

6

845

786

70

91.80

92.40

Overall

4731

4171

560

88.20

88.20