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Table 4 Single feature classification performance

From: Sequence-only evolutionary and predicted structural features for the prediction of stability changes in protein mutants

Feature

Q (%)

MCC

P (%)

R (%)

FPR (%)

S

85.43

0.635

76.40

70.66

8.69

Pm

85.29

0.630

76.68

69.48

8.41

Pi +

85.03

0.623

76.30

68.78

8.50

C

85.03

0.622

76.44

68.54

8.41

M

84.96

0.623

75.44

69.95

9.07

Pi

84.89

0.619

76.04

68.54

8.60

Mx

84.83

0.617

75.98

68.31

8.60

B

84.76

0.615

76.05

67.84

8.50

Ss

84.69

0.614

75.72

68.08

8.69

D

84.63

0.611

75.93

67.37

8.50

As

84.02

0.598

74.04

67.61

9.44

Pn

83.76

0.584

75.92

62.91

7.94