Random Forest is a powerful machine learning algorithm that leverages the strength of multiple decision trees to make predictions. It combines the output of many individual trees to produce a more ...

Abstract: This paper proposes a Random Forest (RF) machine learning algorithm-based prediction model for the state of charge (SoC) level of lithium-ion batteries for electric vehicles. To show the ...

Abstract: In this paper, an improved method for VR user experience prediction is investigated by introducing a sparrow search algorithm and a random forest algorithm improved by an iterative local ...