Ensemble Machine Learning System for Student AcademicPerformance Prediction.
Yinkai WangAowei DingKaiyi GuanYuanqi DuPublished in: EDM (Workshops) (2021)
Keyphrases
- machine learning
- prediction accuracy
- learning algorithm
- feature selection
- neural network ensemble
- machine learning methods
- learning environment
- neural network
- ensemble classifier
- ensemble methods
- inductive learning
- intelligent tutoring systems
- learning styles
- prediction error
- pattern recognition
- student learning
- predictive modeling
- natural language processing
- prediction algorithm
- knowledge acquisition
- undergraduate students
- semi supervised learning
- learning process
- data sets
- explanation based learning
- random forests
- ensemble learning
- prediction model
- learning systems
- model selection
- training set
- decision trees
- learning tasks
- computer vision
- online course
- natural language
- tutoring system
- data analysis
- machine learning algorithms
- data mining
- online learning
- active learning
- multiple classifier systems