Fuzzy Support Vector Machine with Imbalanced Regulator and its Application in Stroke Classification.
Xueying ZhangXin WeiFenglian LiFengyun HuWenhui JiaChao WangPublished in: BigDataService (2019)
Keyphrases
- fuzzy support vector machine
- support vector machine
- class imbalance
- pattern recognition
- automatic classification
- steady state
- decision trees
- classification systems
- classification accuracy
- feature space
- support vector
- machine learning
- imbalanced datasets
- benchmark datasets
- classification method
- active learning
- preprocessing
- closed loop
- imbalanced data sets
- rare events
- imbalanced data
- feature extraction
- classification models
- pattern classification
- classification algorithm
- support vector machine svm
- model selection
- text classification
- image classification
- feature vectors