Uncertainty Modeling Outperforms Machine Learning for Microbiome Data Analysis
Maxwell A. Konnaris, Manan Saxena, Nicole A. Lazar, Justin D. Silverman
This paper shows Bayesian partially identified models outperform machine learning and normalization methods in microbiome data analysis by accounting for uncertainty in microbial load.
bioRxiv · Sep 12, 2025 · PreprintBioinformatics