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Table 3 Prediction results for HLA-A*31:01, HLA-A*03:01, and HLA-A*68:01 alleles

From: Deep convolutional neural networks for pan-specific peptide-MHC class I binding prediction

IEDB ID

Allele

Meas.

Type

DCNN

NetMHCPan

SMM

ANN

PickPocket

315312

HLA-A*31:01

binary

0.857

0.667

0.571

0.667

0.400

1031253

HLA-A*03:01

ic50

0.941

0.875

0.667

0.875

0.941

1026840

HLA-A*68:01

binary

0.340

0.275

0.456

0.208

0.045

1026840

HLA-A*68:01

ic50

0.667

0.600

0.583

0.444

0.143

 

Mean

0.701

0.604

0.569

0.549

0.382