Granular Support Vector Machines Using Linear Decision Hyperplanes for Fast Medical Binary Classification.
Yuchun TangBo JinYan-Qing ZhangHao FangBinghe WangPublished in: FUZZ-IEEE (2005)
Keyphrases
- binary classification
- support vector
- hyperplane
- learning machines
- multi class
- multi class classification
- support vector machine
- cost sensitive
- learning problems
- svm classifier
- generalization error
- binary classifiers
- maximum margin
- ensemble methods
- cross validation
- prediction accuracy
- multi label
- support vectors
- classification accuracy
- loss function
- class imbalance
- feature selection
- kernel function
- multiple kernel learning
- active learning