ClickTree: A Tree-based Method for Predicting Math Students’ Performance Based on Clickstream Data

ClickTree is a tree-based methodology developed to predict student performance in mathematical assignments using clickstream data, achieving an AUC of 0.78844 and ranking second in the Educational Data Mining Cup 2023.