Explainable Learning Analytics: Assessing the stability of student success prediction models by means of explainable AI
Elena Tiukhova, Pavani Vemuri, Nidia López Flores, Anna Sigríður Íslind, María Óskarsdóttir, Stephan Poelmans, Bart Baesens, Monique Snoeck
Topics & Concepts
AnalyticsStability (learning theory)Learning analyticsComputer scienceMachine learningData scienceOnline Learning and AnalyticsExplainable Artificial Intelligence (XAI)Imbalanced Data Classification Techniques