Rule Extraction from Support Vector Machines: Measuring the Explanation Capability Using the Area under the ROC Curve.
Nahla H. BarakatAndrew P. BradleyPublished in: ICPR (2) (2006)
Keyphrases
- rule extraction
- support vector
- classification rules
- learning machines
- large margin classifiers
- rough sets
- feature selection
- neural network
- black box
- rough set theory
- fuzzy rules
- association rules
- trained neural networks
- decision rules
- class distribution
- classification accuracy
- rough fuzzy
- rule induction
- support vector machine
- linguistic rules
- rule sets
- software effort
- genetic programming
- decision trees
- artificial intelligence
- computational intelligence
- nearest neighbor
- high dimensional
- feature ranking
- decision making
- computer vision
- genetic algorithm
- databases