Extended Data Table 2 Ablation analysis of MUNIS deconvolutes features contributing to enhanced prediction of HLA-I-peptide binders and immunogenic epitopes compared to competing models

From: Deep learning enhances the prediction of HLA class I-presented CD8+ T cell epitopes in foreign pathogens

  1. Ablation analysis showing the performance of MUNIS as a function of various modifications. All numbers are provided as median average precision stratified per allele, except for HIV immunodominance which is given as spearman coefficient. All ablated models were trained as an ensemble of five models to match the original MUNIS training schema.
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