Classification of Multi-Class Datasets Using 2D Membership Functions in TSK Fuzzy System.
Loghman KakiMohammad TeshnehlabMahdi Aliyari ShoorehdeliPublished in: Int. J. Adv. Comp. Techn. (2010)
Keyphrases
- multi class
- binary and multi class
- membership functions
- multi class classifier
- binary classification problems
- multi class classification
- support vector machine
- binary classifiers
- multiclass classification
- binary classification tasks
- multiple classes
- fuzzy sets
- multi class boosting
- cost sensitive
- pairwise
- multiclass problems
- class probabilities
- multi class svms
- fuzzy rules
- binary classification
- single class
- object detection
- error correcting output codes
- multi class svm
- fuzzy model
- classification accuracy
- feature selection
- benchmark datasets
- pattern recognition
- fuzzy logic
- machine learning
- rule sets
- multi class problems
- support vector machine svm
- protein classification
- input variables
- decision trees
- image classification
- knn
- expert systems
- improve the classification accuracy
- text classification
- model selection
- decision rules
- support vector
- probabilistic boosting tree
- classification rules
- multi task learning