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. 2014 Feb 27;10(4):1770–1780. doi: 10.1021/ct401022c

Table 4. Prediction Accuracy of Destabilizing/Stabilizing Mutations and Binding Hot Spots for Single Mutations.

    destabilizing stabilizing binding hot spot
method training/test set accuracy accuracy accuracy sensitivity specificity
Pred2 SKEMPI/SKEMPI 0.95 0.11 0.80 0.51 0.91
  SKEMPI/NM 1.00 0.07 0.81 0.64 0.87
CC/PBSA NM/NM 0.99 0.32 0.84 0.48 0.97
FoldX test: NM 0.72 0.48 0.77 0.37 0.91
  test: SKEMPI 0.67 0.41 0.76 0.30 0.94
BeAtMuSiC test: NM 0.95 0.23 0.77 0.33 0.92
  test: SKEMPI 0.90 0.18 0.77 0.30 0.95