Suitability of different machine learning algorithms for the classification of the proportion of grassland-based forages at the herd level using mid-infrared spectral information from routine milk control - Birkinshaw, A.; Sutter, M.; Nussbaum, M.; Kreuzer, M.; Reidy, B. (Journal of dairy science, 2024)
Keywords: Algorithms; Animal Feed; Animals; Cattle; corn; dairy science; Dairying - methods; diet; Diet - veterinary; discriminant analysis; Female; forage; grass-fed livestock; Grassland; grassland-based feeding; herds; issues and policy; Lactation; Machine Learning; mid-infrared spectroscopy; milk; Milk - chemistry; model validation; pastures; seasonality index; spectral analysis; statistical models; mid-infrared spectroscopy; seasonality index; machine learning; grassland-based feeding