Evaluating machine learning algorithms to predict lameness in dairy cattle
Fig 8
The performance of different algorithms for classification of cows whether they have infectious lameness or non-infectious lameness condition among the diseased cows.
Conventional feature model consisted of the three accelerometer derived variables i.e., daily lying, daily steps and daily change; Slope feature model included 7 day rolling deviation of each of these variables; All feature model included variables included in Conventional feature and Slope feature.