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Table 3 Predictive performance of classifiers constructed by combining the best single features.

From: Sequence feature-based prediction of protein stability changes upon amino acid substitutions

Features

AC

(%)

SN

(%)

SP

(%)

ST

(%)

MCC

ROC

AUC

S3

82.53

72.19

87.15

79.67

0.5922

0.8835

S3, Bu

83.41

68.00

90.30

79.15

0.6019

0.8821

S3, Bu, Tt

82.88

61.90

92.26

77.08

0.5822

0.8725

S3, Bu, Tt, B

83.65

62.10

93.28

77.69

0.6009

0.8768

S3, Bu, Tt, B, Aa

83.65

61.90

93.36

77.63

0.6009

0.8743

S3, Bu, Tt, B, Aa, Mc

83.59

61.71

93.36

77.54

0.5993

0.8737

All 20 features

82.88

56.00

94.89

75.45

0.5791

0.8690