Student performance prediction using datamining classification algorithms: Evaluating generalizability of models from geographical aspect.
Amirmohammad ParhizkarGolnaz TejeddinToktam KhatibiPublished in: Educ. Inf. Technol. (2023)
Keyphrases
- machine learning algorithms
- benchmark datasets
- models built
- machine learning methods
- classification algorithm
- machine learning approaches
- classification models
- classification schemes
- classification accuracy
- model selection
- computationally efficient
- probabilistic model
- prediction algorithm
- incomplete data
- mathematical models
- data structure
- feature selection
- uci machine learning repository
- learned models
- classification scheme
- prediction model
- support vector machine
- binary classification problems
- optimization problems
- feature selection algorithms
- computational cost
- predictive modeling
- nearest neighbour
- clustering algorithm
- preprocessing
- text classification
- learning models
- support vector machine svm
- linear regression
- pattern recognition
- machine learning
- computational complexity