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Table 4 Comparison of prediction result with M3131

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

Predictors

Sn

Sp

Acc

MCC

iStable

0.688

0.941

0.857

0.669

I-Mutant_PDB

0.377

0.916

0.736

0.357

I-Mutant_SEQ

0.457

0.934

0.775

0.464

AUTO-MUTE_RF

0.511

0.989

0.829

0.615

AUTO-MUTE_SVM

0.420

0.969

0.786

0.499

MUPRO_SVM

0.526

0.908

0.780

0.480

PoPMuSiC2.0

0.308

0.945

0.733

0.348

CUPSAT

0.474

0.780

0.678

0.261

Majority Voting

0.425

0.980

0.795

0.527