Who will dropout from university? Academic risk prediction based on interpretable machine learning.
Shudong YangPublished in: CoRR (2021)
Keyphrases
- machine learning
- prediction accuracy
- machine learning methods
- machine learning algorithms
- academic institutions
- e learning
- prediction algorithm
- risk factors
- case study
- artificial intelligence
- faculty members
- machine learning approaches
- prediction model
- learning tasks
- statistical methods
- data mining
- learning algorithm
- feature selection
- knowledge representation
- active learning
- model selection
- prediction error
- risk measures
- computer vision
- data analysis
- risk assessment
- inductive learning
- knowledge discovery
- risk management
- decision trees
- high risk
- text mining
- credit risk
- learning systems
- text classification
- computer engineering
- knowledge acquisition