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bioconda / packages / bioconductor-hibag 1.38.0

HLA Genotype Imputation with Attribute Bagging

Installers

Info: This package contains files in non-standard labels.
  • osx-64 v1.38.0
  • linux-64 v1.38.0

conda install

To install this package run one of the following:
conda install bioconda::bioconductor-hibag
conda install bioconda/label/cf201901::bioconductor-hibag
conda install bioconda/label/gcc7::bioconductor-hibag

Description

Imputes HLA classical alleles using GWAS SNP data, and it relies on a training set of HLA and SNP genotypes. HIBAG can be used by researchers with published parameter estimates instead of requiring access to large training sample datasets. It combines the concepts of attribute bagging, an ensemble classifier method, with haplotype inference for SNPs and HLA types. Attribute bagging is a technique which improves the accuracy and stability of classifier ensembles using bootstrap aggregating and random variable selection.


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