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Table 4 Single feature classification performance

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

Feature Q (%) MCC P (%) R (%) FPR (%)
S 85.43 0.635 76.40 70.66 8.69
Pm 85.29 0.630 76.68 69.48 8.41
Pi + 85.03 0.623 76.30 68.78 8.50
C 85.03 0.622 76.44 68.54 8.41
M 84.96 0.623 75.44 69.95 9.07
Pi 84.89 0.619 76.04 68.54 8.60
Mx 84.83 0.617 75.98 68.31 8.60
B 84.76 0.615 76.05 67.84 8.50
Ss 84.69 0.614 75.72 68.08 8.69
D 84.63 0.611 75.93 67.37 8.50
As 84.02 0.598 74.04 67.61 9.44
Pn 83.76 0.584 75.92 62.91 7.94