Rule Extraction from Trained Support Vector Machines.
Ying ZhangHongye SuTao JiaJian ChuPublished in: PAKDD (2005)
Keyphrases
- rule extraction
- trained neural networks
- support vector
- trained neural network
- learning machines
- large margin classifiers
- feature selection
- neural network
- rough sets
- black box
- svm classifier
- rough set theory
- fuzzy rules
- association rules
- classification rules
- rough fuzzy
- kernel function
- support vector machine
- linguistic rules
- learning algorithm
- software effort
- decision rules
- classification accuracy
- training set
- rule sets
- pattern recognition
- radial basis function
- rule induction
- data sets
- neural learning
- active learning
- feature space
- databases