Rule extraction from linear support vector machines.
Glenn FungSathyakama SandilyaR. Bharat RaoPublished in: KDD (2005)
Keyphrases
- rule extraction
- linear support vector machines
- logistic regression
- rough sets
- neural network
- support vector machine
- black box
- linear svm
- rough set theory
- classification rules
- feature selection
- fuzzy rules
- association rules
- least squares support vector machine
- decision trees
- decision rules
- rule sets
- learning problems
- ls svm
- pattern recognition
- real world
- regression model
- loss function
- test set
- fuzzy logic
- support vector