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Table 4 Predictive performance of classifiers constructed using the optimal subsets of sequence 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
Bu, Co 83.00 74.10 86.98 80.54 0.6057 0.8872
B, Co, S3 84.12 69.33 90.72 80.03 0.6194 0.8924
B, Co, H, S3 84.29 69.33 90.98 80.16 0.6231 0.8940
A, Aa, B, Co, P 84.47 70.48 90.72 80.60 0.6287 0.8954
A, Aa, B, Co, No, P 84.59 70.29 90.98 80.63 0.6310 0.8961