Development of a logic regression-based approach for the discovery of host- and niche-informative biomarkers in
Escherichia coli
and their application for microbial source tracking
Daniel Yu,
Martin Andersson-Li,
Sharon Maes
et al.
Abstract:Microbial source tracking leverages a wide range of approaches designed to trace the origins of fecal contamination in aquatic environments. Although source tracking methods are typically employed within the laboratory setting, computational techniques can be leveraged to advance microbial source tracking methodology. Herein, we present a logic regression-based supervised learning approach for the discovery of source-informative genetic markers within intergenic regions across the
Escherichia col… Show more
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