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Table 2 Performance of the models on the unbound dataset, evaluated by LOOCV

From: Prediction of conformational B-cell epitopes from 3D structures by random forests with a distance-based feature

 

Surface patch

Thick surface patch

Patch size

AUC

F

ACC

SN

SP

AUC

F

ACC

SN

SP

12

0.633

0.243

0.651

0.524

0.671

0.639

0.245

0.662

0.497

0.684

14

0.631

0.230

0.658

0.477

0.684

0.640

0.247

0.671

0.497

0.696

16

0.635

0.248

0.667

0.497

0.690

0.643

0.253

0.667

0.518

0.687

18

0.636

0.235

0.657

0.466

0.683

0.644

0.246

0.658

0.505

0.680

20

0.637

0.230

0.655

0.478

0.679

0.645

0.237

0.655

0.495

0.678

Mean

0.634

0.237

0.658

0.488

0.681

0.642

0.246

0.663

0.502

0.685

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BMC Bioinformatics

ISSN: 1471-2105

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