A New Approach to Symbolic Classification Rule Extraction Based on SVM.
Dexian ZhangTiejun YangZiqiang WangYanfeng FanPublished in: PRICAI (2006)
Keyphrases
- rule extraction
- support vector machine svm
- support vector
- feature selection
- classification rules
- support vector machine
- rough sets
- classification method
- classification algorithm
- black box
- neural network
- fuzzy rules
- machine learning
- svm classifier
- feature vectors
- association rules
- rough fuzzy
- associative classifiers
- decision rules
- cost sensitive learning
- rough set theory
- knn
- pattern recognition
- generalization ability
- software effort
- computational intelligence
- training set
- classification accuracy
- rule sets
- decision trees
- training data
- artificial intelligence
- class labels
- genetic programming