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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Bibliographic Details
Main Authors: Xubo Leng, Margot Wohl, Kenichi Ishii, Pavan Nayak, Kenta Asahina
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0241696