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Table 1 Performance of the models on the bound 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

0.609

0.217

0.712

0.412

0.748

0.618

0.220

0.713

0.407

0.750

14

0.610

0.213

0.707

0.407

0.743

0.616

0.216

0.712

0.403

0.748

16

0.614

0.218

0.720

0.410

0.759

0.620

0.219

0.722

0.404

0.765

18

0.611

0.218

0.720

0.408

0.760

0.619

0.225

0.724

0.405

0.764

20

0.612

0.220

0.729

0.398

0.771

0.621

0.226

0.731

0.403

0.774

Mean

0.611

0.217

0.718

0.407

0.756

0.619

0.221

0.720

0.404

0.760

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BMC Bioinformatics

ISSN: 1471-2105

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