… hidden relationships in educational data and predicting students' academic achievements. …
on machine learning algorithms to predict the final exam grades of undergraduate students, …

… for predicting student academic performance. Zaffar … prediction using machine learning
techniques through a review of related research based on datasets, features used in ML methods…

… Predictive model developed using supervised data mining approach can derive conclusion
on students' academic success… in a similar way as machine learning does. This means that if …

… machine learning techniques was performed in the context of solving the task of student exam
performance prediction. … , the supervised machine learning techniques are considered as …

… prediction and classification of different types of educational data using machine learning
algorithms … brief introduction about considered machine learning algorithms and Section 3 …

… forecasting Students Performance Assessment; In … student marks and grade can be predicted,
in educational data mining such framework recognized as student performance prediction …

… performance of the resampling methods better in solving the imbalanced problem, this paper
uses various machine learning … In fact, the prediction of student academic performance is …

… And then, we apply commonly used machine learning algorithms to verify the effectiveness
of predicting academic performance from students' Internet usage data. The research …

… SVM algorithm is used in this research which is a technique of supervised learning. … 14]
investigates students academic performance prediction using support vector machine. This study …

… Validating the effectiveness of the moodle engagement analytics plugin to predict student
academic performance. In Proceedings of the 21st Americas Conference on Information …