A novel student achievement prediction model based on bagging-CART machine learning algorithm.
Hong ZhangPublished in: Concurr. Comput. Pract. Exp. (2024)
Keyphrases
- learning algorithm
- student achievement
- prediction accuracy
- machine learning
- ensemble methods
- statistically significant
- student learning
- decision trees
- learning styles
- attitudes toward
- reinforcement learning
- training data
- active learning
- learning process
- high school
- computer technology
- generalization ability
- mobile devices
- training set
- control group
- instructional strategies
- multiple regression