Predicting Protein-encoding Gene Content in Escherichia coli Genomes
Marcus Nguyen, Zachary C. Elmore, Clay Ihle, Francesco S. Moen, Adam D. Slater, Benjamin N. Turner, Bruce Parrello, Aaron A. Best, James J. Davis
This study builds machine learning classifiers to predict variable gene presence in E. coli genomes, achieving high accuracy for most gene families, including poorly annotated and horizontally transferred genes.
bioRxiv · Jan 17, 2023 · PreprintBioinformatics