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Table 9 Comparison with other methods

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

Method Data set Q (%) MCC P (%) R (%) FPR (%) r RMSE
Cheng et al. [3] 1,496 (1,539) 84.1 0.59 69.3 71.1 10.3 (0.75) (1.10)
Our method   86.0 0.65 77.0 72.3 8.6 (0.83) (0.93)
Huang et al. [4] 1,859 82.1 - - 75.3 15.5 0.70 -
Our method   83.4 0.61 75.2 70.3 10.6 0.80 1.08
Ozen et al. [5] 1,122 83.9 - - - - - -
Our method   84.6 0.65 77.6 75.1 10.7 0.82 0.97