Machine learning Support vector machines imbalanced problem multi-class classification predictive model student grade prediction ANALYTICS Benchmarking Classification algorithms Comprehensive analysis Data models Decision trees EDUCATIONAL DATA Education computing Educational institutions Forecasting K nearest neighbor (KNN) Key performance indicators Learning systems Logistic regression Machine learning algorithms Machine learning techniques Multiclass prediction Nearest neighbor search Prediction algorithms Prediction performance Predictive analytics Predictive models Random forests Students