bioconda / packages / bioconductor-biomm 1.4.0

BioMM: Biological-informed Multi-stage Machine learning framework for phenotype prediction using omics data

Installers

conda install

  • noarch  v1.4.0
To install this package with conda run:
conda install -c bioconda bioconductor-biomm

Description

The identification of reproducible biological patterns from high-dimensional omics data is a key factor in understanding the biology of complex disease or traits. Incorporating prior biological knowledge into machine learning is an important step in advancing such research. We have proposed a biologically informed multi-stage machine learing framework termed BioMM specifically for phenotype prediction based on omics-scale data where we can evaluate different machine learning models with prior biological meta information.

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