Bag of Naïve Bayes: biomarker selection and classification from genome-wide SNP data

摘要

BackgroundMultifactorial diseases arise from complex patterns of interaction between a set of genetic traits and the environment. To fully capture the genetic biomarkers that jointly explain the heritability component of a disease, thus, all SNPs from a genome-wide association study should be analyzed simultaneously.