Machine learning approaches to predict and detect early-onset of digital dermatitis in dairy cows using sensor data

The present study aimed to employ machine learning algorithms based on sensor behavior data for (1) early-onset detection of digital dermatitis (DD) and (2) DD prediction in dairy cows. Our machine learning model, which was based on the Tree-Based Pipeline Optimization Tool (TPOT) automatic machine...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Jennifer Magana, Dinu Gavojdian, Yakir Menahem, Teddy Lazebnik, Anna Zamansky, Amber Adams-Progar
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Frontiers Media S.A. 2023-11-01
Sarja:	Frontiers in Veterinary Science
Aiheet:	animal behavior dairy cattle digital dermatitis sensor data machine learning
Linkit:	https://www.frontiersin.org/articles/10.3389/fvets.2023.1295430/full
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