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Table 1 Cross-validation prediction results for the IEDB data sets

From: Prediction of the binding affinities of peptides to class II MHC using a regularized thermodynamic model

MHC allele

AUC

RMS error

(kcal/mol)

Correlation coefficient

Number of data

DRB1*0101

0.749

1.43

0.530

5648

DRB1*0301

0.762

1.46

0.425

837

DRB1*0401

0.715

1.72

0.340

1014

DRB1*0404

0.792

1.38

0.487

617

DRB1*0405

0.757

1.35

0.442

642

DRB1*0701

0.790

1.62

0.484

833

DRB1*0802

0.747

1.34

0.412

557

DRB1*0901

0.711

1.68

0.369

551

DRB1*1101

0.753

1.45

0.450

812

DRB1*1302

0.765

1.64

0.464

636

DRB1*1501

0.736

1.53

0.438

879

DRB3*0101

0.825

1.13

0.425

483

DRB4*0101

0.799

1.33

0.522

664

DRB5*0101

0.732

1.57

0.434

835

H2-IAb

0.828

1.15

0.556

526

H2-IAd

0.814

1.53

0.563

306