Educational data mining: prediction of students' academic performance using machine learning algorithms

Educational data mining: prediction of students' academic performance using machine learning algorithms Abstract Educational data mining has become an effective tool for exploring the hidden relationships in educational data and predicting students' academic achievements. This study proposes a new model based on machine learning algorithms to predict the final exam grades of undergraduate students, taking their midterm exam grades as the source data. The performances of the random forests, near...