This study addresses the persistent need for technological advancement in higher education to provide quality higher education and early classification for students who are struggling academically. The study’s focus is continue reading : Implementing a Support Vector Classifier for Student Risk Assessment in Colegio de Getafe: A Machine Learning Approach