Classifying imbalanced data using SMOTE based class-specific kernelized ELM.
Bhagat Singh RaghuwanshiSanyam ShuklaPublished in: Int. J. Mach. Learn. Cybern. (2021)
Keyphrases
- imbalanced data
- class specific
- ensemble classifier
- image classification
- object class
- class distribution
- support vector machine
- linear regression
- object categories
- imbalanced datasets
- random forest
- kernel function
- imbalanced data sets
- feature selection
- classification models
- object classes
- dictionary learning
- decision trees
- object detection
- sampling methods
- decision boundary
- ensemble learning
- superpixels
- class imbalance
- multiple features
- multi class
- support vector
- computer vision