Predicting academic performance using tree-based machine learning models: A case study of bachelor students in an engineering department in China
Wei Zhang, Yu Wang, Suyu Wang
Topics & Concepts
BachelorDecision treeMachine learningComputer scienceGradient boostingRandom forestArtificial intelligenceBoosting (machine learning)Feature engineeringTree (set theory)Educational technologyDecision tree modelDecision tree learningMathematics educationDeep learningPsychologyMathematicsHistoryArchaeologyMathematical analysisOnline Learning and Analytics