Ensemble Learning for Estimating Individualized Treatment Effects in Student Success Studies.
Joshua BeemerKelly SpoonLingjun HeJuanjuan FanRichard A. LevinePublished in: Int. J. Artif. Intell. Educ. (2018)
Keyphrases
- ensemble learning
- student success
- ensemble methods
- generalization ability
- learning analytics
- ensemble classifier
- base classifiers
- feature selection
- learning process
- concept drift
- mutual subspace method
- weak learners
- unlabeled data
- reinforcement learning
- feature extraction
- support vector machine svm
- random forest
- multi class
- active learning
- artificial neural networks
- high dimensional
- face recognition