A Data Science Approach to Predictive Analytic Research on Preventing Student Dropout in Higher Education

#school dropout #Higher education #student dropout prediction #at-risk students #early detection #SMOTE-ENN #class imbalance #stacking ensemble #random forest #XGBoost #support vector machine #SHAP #personalized interventions #Interpretability #Dropout (neural networks) #Pipeline (software) #Socioeconomic status #Computer science #Machine Learning #Identification (biology) #Psychological intervention