Performance and early drop prediction for higher education students using machine learning
Vasileios Christou, Ioannis G. Tsoulos, Vasileios Loupas, Alexandros T. Tzallas, Christos Gogos, Petros Karvelis, Nikolaos Antoniadis, Euripidis Glavas, Νικόλαος Γιαννακέας
Topics & Concepts
Support vector machineArtificial intelligenceMachine learningComputer scienceBroyden–Fletcher–Goldfarb–Shanno algorithmArtificial neural networkRandom forestDecision treeMean squared errorFeature selectionRegressionStatisticsMathematicsComputer networkAsynchronous communicationOnline Learning and AnalyticsEducational Technology and Assessment