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Table 6 Performance of linear discriminant analysis on all four datasets

From: Strength in numbers: achieving greater accuracy in MHC-I binding prediction by combining the results from multiple prediction tools

Specificity

HLA-A*0201 (comm)

HLA-B*3501 (comm)

H-2Kd (comm)

HLA-A*0201 (lit)

0.99

0.324

0.213

0.417

0.102

0.95

0.718

0.436

0.633

0.333

A ROC

0.956

0.885

0.935

0.828

  1. The sensitivity of the combined tool is shown at 0.99 specificity and 0.95 specificity for all four of the datasets used in this study. The abbreviation "comm" refers to peptides derived from the community binding database, while "lit" refers to peptides gathered from the literature.
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Immunome Research

ISSN: 1745-7580