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Table 5 comparison of algorithms

From: iStable: off-the-shelf predictor integration for predicting protein stability changes

  WS+SEQ SEQ
Methods Sn Sp Acc MCC Sn Sp Acc MCC
iStable 0.688 0.941 0.857 0.669 0.625 0.906 0.812 0.564
RBFN 0.752 0.764 0.760 0.495 0.583 0.759 0.700 0.337
RF 0.694 0.910 0.838 0.627 0.630 0.894 0.806 0.550
NN 0.584 0.965 0.838 0.627 0.741 0.605 0.651 0.327
BN 0.685 0.888 0.820 0.588 0.649 0.868 0.795 0.529
MV 0.425 0.980 0.795 0.527 N/A N/A N/A N/A
  1. SEQ: Sequence scheme; WS: Website result scheme