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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