Refining Research Reproducibility: Understanding the Utility of Stability Criteria in Choosing Feature Selection Methods
Microbiome research’s emergence as a burgeoning field has yielded an ever-increasing availability of data sets to study. While the massive amounts of data have presented the opportunity for a variety of novel studies, their intrinsic nature of being high-dimensional, undetermined, sparse, and compositional has also caused challenges. This explosion of data, both in volume and…
