Systematic Ensemble Model Selection Approach for Educational Data Mining.
MohammadNoor InjadatAbdallah MoubayedAli Bou NassifAbdallah ShamiPublished in: CoRR (2020)
Keyphrases
- model selection
- educational data mining
- learning analytics
- cross validation
- hyperparameters
- feature selection
- student modeling
- bayesian learning
- parameter estimation
- regression model
- meta learning
- machine learning
- error estimation
- selection criterion
- model selection criteria
- visual analytics
- sample size
- training data
- ensemble learning
- mixture model
- gaussian process
- ensemble methods
- information criterion
- variable selection
- generalization error
- statistical inference
- random forest
- bayesian networks
- parameter determination
- bayesian methods
- bayesian information criterion
- training set
- bayesian model selection