Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework
Dursun Delen, Behrooz Davazdahemami, Elham Rasouli Dezfouli
Topics & Concepts
Psychological interventionComputer scienceAttritionMachine learningContext (archaeology)Artificial intelligenceDemographicsDecision support systemTransparency (behavior)Socioeconomic statusKnowledge managementData sciencePsychologyMedicineBiologyDentistrySociologyDemographyComputer securityPaleontologyPsychiatryPopulationEnvironmental healthImbalanced Data Classification TechniquesMachine Learning and Data ClassificationExplainable Artificial Intelligence (XAI)