An Ensemble Method to Predict Student Performance in an Online Math Learning Environment.
Martin StapelZhilin ZhengNiels PinkwartPublished in: EDM (2016)
Keyphrases
- ensemble methods
- learning environment
- prediction accuracy
- benchmark datasets
- random forests
- base classifiers
- machine learning methods
- decision trees
- ensemble learning
- random forest
- e learning
- multilabel classification
- rotation forest
- learning process
- classifier ensemble
- ensemble members
- drifting concepts
- multi class
- feature extraction