Enhancing the prediction of student performance based on the machine learning XGBoost algorithm.
Amal AsselmanMohamed KhaldiSouhaib AammouPublished in: Interact. Learn. Environ. (2023)
Keyphrases
- machine learning
- learning algorithm
- computational complexity
- improved algorithm
- cost function
- dynamic programming
- detection algorithm
- high accuracy
- active learning
- experimental evaluation
- prediction error
- times faster
- information extraction
- computational cost
- k means
- search space
- particle swarm optimization
- theoretical analysis
- preprocessing
- neural network
- selection algorithm
- recognition algorithm
- prediction model
- prediction algorithm
- classification algorithm
- ant colony optimization
- prediction accuracy
- optimization algorithm
- expectation maximization
- input data
- worst case
- mobile robot