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Table 7 Comparison of independent testing results between our method and an available prediction tool (CarSPred)

From: Investigation and identification of protein carbonylation sites based on position-specific amino acid composition and physicochemical features

Method

Residue

TP

FP

TN

FN

Sensitivity

Specificity

Accuracy

MCC

Our method

K

50

101

200

28

0.641

0.664

0.659

0.252

R

45

75

201

22

0.672

0.725

0.714

0.329

T

40

49

75

13

0.755

0.605

0.650

0.329

P

62

105

199

20

0.756

0.658

0.679

0.342

CarSPred

K

44

112

189

34

0.564

0.631

0.617

0.161

R

40

80

196

27

0.597

0.706

0.685

0.252

T

43

74

50

10

0.811

0.403

0.525

0.208

P

56

134

170

26

0.683

0.559

0.585

0.198