Classifying imbalanced data using ensemble of reduced kernelized weighted extreme learning machine.
Bhagat Singh RaghuwanshiSanyam ShuklaPublished in: Int. J. Mach. Learn. Cybern. (2019)
Keyphrases
- imbalanced data
- extreme learning machine
- support vector machine
- ensemble methods
- linear regression
- neural network
- feature selection
- kernel function
- variable selection
- ensemble classifier
- random forest
- class distribution
- ensemble learning
- svm classifier
- classification models
- decision trees
- prediction accuracy
- multi class
- high dimensional
- support vector
- generalization ability
- machine learning methods
- base classifiers
- benchmark datasets
- feature extraction
- genetic algorithm