Evaluating machine learning algorithms to predict lameness in dairy cattle
Rajesh Neupane, Ashrant Aryal, Angelika Haeussermann, Eberhard Hartung, Pablo J Pinedo, Sushil Paudyal
This study evaluates machine learning algorithms for predicting lameness in dairy cattle using accelerometer data, finding that ROCKET performs best for classifying cows needing claw trimming but struggles with disease classification.
PLoS ONE · Jul 18, 2024Peer-reviewedAnimal Behavior & Cognition