Machine learning models for stage-dependent gut microbiome and functional shifts across the liver disease spectrum

Machine learning pipeline and models for the paper Stage-dependent gut microbiome and functional shifts across the liver disease spectrum: an integrative multi-cohort study. This repository provides models, scripts, and workflows for microbiome-based machine learning classification of liver disease status, including nested cross-validation, feature selection with Boruta, and SHAP feature importance