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Table 5 Comparison of performance in identifying FAD binding sites in the electron transport chain with different classifiers

From: Prediction of FAD binding sites in electron transport proteins according to efficient radial basis function networks and significant amino acid pairs

Classifier

True positive

False positive

True negative

False negative

Sens

Spec

Acc

MCC

kNN

45

1448

1581

9

85.71

52.2

52.88

0.11

RandomForest

31

1055

1974

32

49.21

65.17

64.84

0.04

LibSVM

53

1149

1880

10

84.13

62.07

62.52

0.13

QuickRBF

54

1074

1955

9

85.71

64.54

64.97

0.15

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BMC Bioinformatics

ISSN: 1471-2105

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