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Table 3 Comparison of prediction result with M1820

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

Predictors

Sn

Sp

Acc

MCC

iStable

0.456

0.900

0.752

0.409

I-Mutant_PDB

0.198

0.906

0.670

0.148

I-Mutant_SEQ

0.212

0.899

0.670

0.155

AUTO-MUTE_RF

0.129

0.985

0.700

0.234

AUTO-MUTE_SVM

0.067

0.965

0.666

0.072

MUPRO_SVM

0.276

0.885

0.682

0.206

PoPMuSiC2.0

0.303

0.952

0.736

0.352

CUPSAT

0.370

0.757

0.628

0.133

Majority Voting

0.113

0.984

0.693

0.212