Predicting Students' Performance Using Machine Learning Algorithms.
Charalampos DervenisVasileios KyriatzisSpyros StoufisPanos FitsilisPublished in: ICACS (2022)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- learning environment
- predictive accuracy
- decision trees
- student learning
- learning problems
- learning experience
- machine learning methods
- high school students
- input features
- distance learning
- higher education
- learning tasks
- machine learning approaches
- random forests
- high school
- machine learning models
- intelligent tutoring systems
- learning models
- machine learning systems
- learning activities
- collaborative learning
- learning process
- e learning
- learning styles
- standard machine learning algorithms
- learning outcomes
- domain specific
- statistical machine learning
- science education
- text mining