Granular support vector machines for medical binary classification problems.
Yuchun TangBo JinYi SunYan-Qing ZhangPublished in: CIBCB (2004)
Keyphrases
- binary classification problems
- binary classification
- support vector
- learning machines
- support vector machine
- multi class classification
- multi class
- binary classifiers
- multi class learning
- learning problems
- class imbalance
- multiclass classification
- svm classifier
- kernel methods
- multi task
- generalization ability
- feature selection
- cost sensitive
- cross validation
- generalization error
- logistic regression
- multi label
- loss function
- prediction accuracy
- kernel function
- classification accuracy
- decision trees
- ensemble methods
- training examples
- supervised learning