A Comparative Analysis of Different Machine Learning Algorithms Developed with Hyperparameter Optimization in the Prediction of Student Academic Success - Demirtürk, Bahar; Harunoğlu, Tuba (Applied sciences, 2025)
Keywords: Academic achievement; Algorithms; Comparative analysis; Data mining; Datasets; Decision trees; Education; genetic algorithm; Genetic algorithms; grid search method; Higher education; hyperparameter optimization; Knowledge; Learning strategies; Machine learning; machine learning algorithms; Methods; Neural networks; Optimization techniques; Regression analysis; student academic success prediction; Students; Success; Support vector machines