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Fig. 3 | Irish Veterinary Journal

Fig. 3

From: Prediction of lameness using automatically recorded activity, behavior and production data in post-parturient Irish dairy cows

Fig. 3

Variable importance plots for the first model, containing the MooMonitor+ behavioral metrics, the second model, containing lactation number and DIM, the third model, containing lactation number, DIM and MooMonitor+ behavioral metrics, and the fourth model, containing lactation number, DIM, MooMonitor+ behavioral metrics, live weight and production data. In the plots, variables with “Diff” and a number are the lagged variables going back in time the amount of days as the number in the name states. Importance is ascribed to each variable by using AUC. In the plots, the importances are scaled to have a maximum of hundred

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Irish Veterinary Journal

ISSN: 2046-0481