Prediction of student academic performance using machine learning algorithms.
Jovana JovicEmilija KisicMiroslava Raspopovic MilicDragan DomazetKavitha ChandraPublished in: eLearning (2022)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning
- learning algorithm
- decision trees
- predictive accuracy
- prediction accuracy
- machine learning methods
- standard machine learning algorithms
- learning tasks
- machine learning approaches
- learning problems
- learning environment
- machine learning models
- prediction model
- random forests
- intelligent tutoring systems
- learning models
- statistical machine learning
- machine learning systems
- student learning
- input features
- training data
- logistic regression
- decision tree learners
- learning process
- post processing
- transfer learning
- learning experience