Evolutionary Feature Weighting Optimization and Majority Voting Ensemble Learning for Curriculum Recommendation in the Higher Education.
Wongpanya Sararat NuankaewSittichai BussamanPratya NuankaewPublished in: MIWAI (2022)
Keyphrases
- higher education
- ensemble learning
- majority voting
- ensemble methods
- ensemble classifier
- weighted voting
- prediction accuracy
- generalization ability
- random forests
- random forest
- base classifiers
- e learning
- benchmark datasets
- decision trees
- classifier ensemble
- feature selection
- machine learning methods
- concept drift
- binary classification
- text categorization
- optimization method
- genetic algorithm ga
- support vector machine
- knn
- learning algorithm