A guide to machine learning for bacterial host attribution using genome sequence data
Author:
Affiliation:
1. Division of Infection and Immunity, The Roslin Institute, University of Edinburgh, Easter Bush Campus, Edinburgh, EH25 9RG, UK
Publisher
Microbiology Society
Subject
General Medicine
Reference48 articles.
1. A genomic overview of the population structure of Salmonella
2. Database resources of the National Center for Biotechnology Information
3. Predicting and understanding the stability of G-quadruplexes
4. Active Learning with Support Vector Machine Applied to Gene Expression Data for Cancer Classification
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