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Table 2 Comparison of prediction result with M1311

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

Predictors Sn Sp Acc MCC
iStable 0.944 0.981 0.969 0.930
I-Mutant_PDB 0.555 0.922 0.800 0.530
I-Mutant_SEQ 0.702 0.973 0.883 0.734
AUTO-MUTE_RF 0.893 0.991 0.958 0.906
AUTO-MUTE_SVM 0.772 0.975 0.907 0.789
MUPRO_SVM 0.775 0.956 0.896 0.761
PoPMuSiC2.0 0.313 0.941 0.724 0.341
CUPSAT 0.579 0.823 0.742 0.411
Majority Voting 0.737 0.984 0.902 0.779
  1. I-Mutant_PDB: I-Mutant2.0 prediction strategy using PDB ID.
  2. I-Mutant_SEQ: I-Mutant2.0 prediction strategy using protein sequence.
  3. AUTO-MUTE_RF: AUTO-MUTE Random Forest prediction model.
  4. AUTO-MUTE_SVM: AUTO-MUTE SVM prediction model.
  5. MUPRO_ SVM: MUPRO SVM prediction model.