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Table 5 Optimal combinations of features for classification

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

Feature

Q (%)

MCC

P (%)

R (%)

FPR (%)

B

84.76

0.615

76.05

67.84

8.50

S

85.43

0.635

76.40

70.66

8.69

S, M

85.90

0.647

77.22

71.60

8.41

S, M, Ss

85.96

0.650

77.00

72.30

8.60

S, M, Ss, Pi+

86.03

0.651

77.06

72.54

8.60

S, M, Ss, Pi+, D

86.03

0.651

77.06

72.54

8.60

S, M, Ss, Pi, D, C

86.10

0.653

77.39

72.30

8.41

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BMC Bioinformatics

ISSN: 1471-2105

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