Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification with Feature Selection.
Adriana da Costa F. ChavesMarley M. B. R. VellascoRicardo TanscheitPublished in: ICONIP (2) (2008)
Keyphrases
- multi class classification
- fuzzy rules
- support vector
- feature selection
- multi class
- binary classification
- rule base
- fuzzy logic
- fuzzy sets
- membership functions
- fuzzy inference
- support vector machine
- classification accuracy
- text categorization
- kernel function
- fuzzy rule based systems
- cross validation
- loss function
- svm classifier
- kernel methods
- feature set
- hyperplane
- multi task learning
- text classification
- feature extraction
- information gain
- decision making
- computer vision
- machine learning
- model selection
- dimensionality reduction
- multi task
- knowledge extraction
- neural network