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esults demonstrate that biologging device calibration needs to be conducted using (i) with similar conspecifics, and (ii) in an area where they can perform behaviours on terrain that reflects that of species in the wild. We demonstrate methods to refine the use of random forest models to classify behaviours of both captive and free-living animal species. We suggest there are two main reasons for reduced accuracy when using a domestic counterpart to predict the behaviour of a wild species in captivity; domestication leading to morphologi