Symmetrical Uncertainty-Based Feature Subset Generation and Ensemble Learning for Electricity Customer Classification.
Minghao PiaoYongjun PiaoJong Yun LeePublished in: Symmetry (2019)
Keyphrases
- ensemble learning
- ensemble feature selection
- feature subset
- feature subset selection
- ensemble methods
- feature selection
- generalization ability
- classification accuracy
- feature ranking
- classification models
- feature set
- ensemble classifier
- feature selection algorithms
- feature space
- random forest
- selection algorithm
- genetic algorithm ga
- support vector machine svm
- machine learning methods
- pattern recognition
- selected features
- decision trees
- support vector machine
- image processing
- base learners
- training samples
- weak classifiers
- machine learning
- base classifiers
- concept drift
- feature extraction
- classification algorithm
- cross validation
- svm classifier
- text categorization