Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs.
Vinitra SwamyBahar RadmehrNatasa KrcoMirko MarrasTanja KäserPublished in: EDM (2022)
Keyphrases
- black box
- student success
- machine learning
- learning analytics
- prediction accuracy
- black boxes
- white box
- rule extraction
- hybrid systems
- test cases
- machine learning algorithms
- white box testing
- machine learning methods
- prediction model
- feature selection
- data mining
- state transition
- integration testing
- databases
- artificial intelligence
- learning tasks
- predictive modeling
- inductive learning
- data management
- object oriented
- information extraction
- neural network