A New Fuzzy Set and Nonkernel SVM Approach for Mislabeled Binary Classification With Applications.
Ye TianMiao SunZhibin DengJian LuoYueqing LiPublished in: IEEE Trans. Fuzzy Syst. (2017)
Keyphrases
- binary classification
- fuzzy sets
- support vector
- multi class
- support vector machine
- multi class classification
- membership functions
- cost sensitive
- learning problems
- rough sets
- fuzzy logic
- computational intelligence
- multi label
- generalization error
- support vector machine svm
- prediction accuracy
- binary classifiers
- feature selection
- pattern recognition
- ensemble methods
- class imbalance
- kernel function
- svm classifier
- pairwise
- cross validation
- expert systems
- kernel methods
- loss function
- feature space
- decision making
- learning algorithm
- machine learning
- neural network