Quantifying influence of human choice on the automated detection of Drosophila behavior by a supervi...
Quantifying influence of human choice on the automated detection of Drosophila behavior by a supervised machine learning algorithm
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United States: Public Library of Science
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Language
English
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United States: Public Library of Science
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Contents
Automated quantification of behavior is increasingly prevalent in neuroscience research. Human judgments can influence machine-learning-based behavior classification at multiple steps in the process, for both supervised and unsupervised approaches. Such steps include the design of the algorithm for machine learning, the methods used for animal trac...
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Full title
Quantifying influence of human choice on the automated detection of Drosophila behavior by a supervised machine learning algorithm
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TN_cdi_plos_journals_2470608241
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_2470608241
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ISSN
1932-6203
E-ISSN
1932-6203
DOI
10.1371/journal.pone.0241696
