Enhancing the prediction of student performance based on the machine learning XGBoost algorithm - Asselman, Amal; Khaldi, Mohamed; Aammou, Souhaib (Interactive learning environments, 2023)
Keywords: Academic Achievement; Accuracy; Algorithms; Artificial Intelligence; Data Analysis; ensemble learning; Factor Analysis; High School Students; Hypermedia; knowledge tracing; Learning Processes; Machine learning; Mathematics; Mathematics Instruction; Middle School Students; Performance Factors; Performance factors analysis; Performance prediction; Physics; Prediction; prediction accuracy; Student Behavior; XGBoost