Evaluating machine learning algorithms to predict lameness in dairy cattle
Table 2
Best performing model scores among the features tested (Conventional feature consisting of daily lying, daily steps and daily change recorded from sensor, slope feature consisting of a 7-day deviation each feature in Conventional feature, all features consisting of those in Conventional feature and slope feature) for each machine learning models used namely, ROCKET classifier, Random Forest, Naïve bayes, and Logistic Regression.