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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