Quantifying influence of human choice on the automated detection of Drosophila behavior by a supervised machine learning algorithm

• Xubo Leng ,

  Contributed equally to this work with: Xubo Leng, Margot Wohl

  Roles Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Salk Institute for Biological Studies, La Jolla, California, United States of America, Department of Electrical and Computer Engineering, University of California, San Diego, La Jolla, California, United States of America

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• Margot Wohl ,

  Contributed equally to this work with: Xubo Leng, Margot Wohl

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – review & editing

  Affiliations Salk Institute for Biological Studies, La Jolla, California, United States of America, Neuroscience Graduate Program, University of California, San Diego, La Jolla, California, United States of America

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• Kenichi Ishii,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Salk Institute for Biological Studies, La Jolla, California, United States of America

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• Pavan Nayak,

  Roles Data curation

  Affiliation Salk Institute for Biological Studies, La Jolla, California, United States of America

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• Kenta Asahina

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: kasahina@salk.edu

  Affiliation Salk Institute for Biological Studies, La Jolla, California, United States of America

  https://orcid.org/0000-0001-6359-4369

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