Explainable AI and machine learning: performance evaluation and explainability of classifiers on educational data mining inspired career counseling.
Pratiyush GuleriaManu SoodPublished in: Educ. Inf. Technol. (2023)
Keyphrases
- educational data mining
- machine learning
- learning analytics
- machine learning algorithms
- student modeling
- artificial intelligence
- machine learning methods
- decision trees
- visual analytics
- support vector
- training data
- information systems
- machine learning approaches
- information technology
- supervised classification
- training set
- knowledge representation
- expert systems
- intelligent tutoring
- case based reasoning
- learning processes
- supervised learning
- learning algorithm