Automated analysis of long-term grooming behavior in Drosophila using a k-nearest neighbors classifier
Despite being pervasive, the control of programmed grooming is poorly understood. We addressed this gap by developing a high-throughput platform that allows long-term detection of grooming in Drosophila melanogaster. In our method, a k-nearest neighbors algorithm automatically classifies fly behavio...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
Published: |
eLife Sciences Publications Ltd
2018-02-01
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Series: | eLife |
Subjects: | |
Online Access: | https://elifesciences.org/articles/34497 |