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

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...

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Bibliografske podrobnosti
izdano v:PLoS One
Main Authors: Leng, Xubo, Wohl, Margot, Ishii, Kenichi, Nayak, Pavan, Asahina, Kenta
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7743940/
https://ncbi.nlm.nih.gov/pubmed/33326445
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0241696
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