Using Decision Trees and Random Forest Algorithms to Predict and Determine Factors Contributing to First-Year University Students' Learning Performance.
Thao-Trang Huynh-CamLong-Sheng ChenHuynh LePublished in: Algorithms (2021)
Keyphrases
- random forest
- decision trees
- random forests
- decision tree learning algorithms
- machine learning algorithms
- students learning
- feature set
- feature extraction
- training set
- machine learning
- multi label
- ensemble methods
- ensemble classifier
- benchmark datasets
- grade students
- training data
- similarity measure
- learning algorithm