Educational data mining: prediction of students' academic performance using machine learning algorithms.
Mustafa YagciPublished in: Smart Learn. Environ. (2022)
Keyphrases
- machine learning algorithms
- educational data mining
- learning analytics
- benchmark data sets
- learning algorithm
- student modeling
- machine learning
- predictive accuracy
- decision trees
- prediction accuracy
- learning problems
- machine learning methods
- standard machine learning algorithms
- machine learning approaches
- random forests
- visual analytics
- learning tasks
- machine learning models
- learning models
- distance education
- learning sciences
- high school
- intelligent tutoring systems
- prediction model
- active learning
- learning styles
- intelligent tutoring
- e learning
- distance learning
- real world
- learning experience