The use of animal sensor data for predicting sheep metabolisable energy intake using machine learning

•A machine learning method to predict the metabolizable energy intake of sheep.•A relationship between the energy intake values and the livestock sensor data.•Distance and ΔPitch variables are the influenced variables.•Potentially be used practically for precision management of livestock feeding.