An Exploration of Student Grade Retention Prediction Using Machine Learning Algorithms.
Aomar IbourkIsmail OuaadiPublished in: CBI (2022)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- decision trees
- machine learning
- prediction accuracy
- standard machine learning algorithms
- predictive accuracy
- machine learning methods
- random forests
- learning problems
- learning tasks
- machine learning approaches
- learning environment
- learning gains
- input features
- learning process
- student learning
- intelligent tutoring systems
- machine learning models
- statistical machine learning
- machine learning and data mining algorithms
- tutoring system
- learning models
- transfer learning
- learning styles
- real world
- cognitive load
- prediction model
- grade level
- neural network
- data sets