Table 3

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

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


Teng et al. BMC Genomics 2010 11(Suppl 2):S5   doi:10.1186/1471-2164-11-S2-S5

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