Enhancing Imbalanced Classification with Support Vector Machines via Evolutionary Oversampling Algorithms.
Haiwei WangYongchao ChenChenchen ZhangYaqing HouXiangrong TongQiang ZhangPublished in: CEC (2024)
Keyphrases
- classification algorithm
- binary classification problems
- class imbalance
- benchmark datasets
- machine learning algorithms
- pattern recognition
- learning algorithm
- decision trees
- support vector
- classification accuracy
- evolutionary algorithm
- computational cost
- data sets
- optimization problems
- machine learning
- feature extraction
- data mining
- feature space
- classification scheme
- classification models
- machine learning methods
- feature selection
- data structure
- support vector machine svm
- model selection
- image classification
- feature set