An Ensemble-Based Decision Tree Approach for Educational Data Mining.
Moloud AbdarMariam Zomorodi MoghadamXujuan ZhouPublished in: BESC (2018)
Keyphrases
- educational data mining
- decision trees
- learning analytics
- ensemble methods
- random forest
- decision tree classifiers
- base classifiers
- random forests
- training set
- student modeling
- training data
- ensemble learning
- decision tree algorithm
- ensemble classifier
- naive bayes
- visual analytics
- machine learning algorithms
- machine learning
- pruning algorithm
- data mining methods
- logistic regression
- learning algorithm
- student model
- distance learning
- prediction accuracy