A Comparative Study of Regression and Classification Algorithms for Modelling Students' Academic Performance.
Pedro StrechtLuis CruzCarlos SoaresJoão Mendes-MoreiraRui AbreuPublished in: EDM (2015)
Keyphrases
- classification algorithm
- benchmark datasets
- pattern recognition
- machine learning algorithms
- learning activities
- data structure
- support vector
- student learning
- feature selection
- model selection
- classification accuracy
- distance learning
- regression problems
- feature space
- numeric values
- high school students
- undergraduate students
- regression algorithm
- machine learning
- machine learning methods
- cross validation
- learning experience
- regression model
- semi supervised
- learning process
- feature extraction
- learning algorithm