Rule Extraction from Support Vector Machines and Its Applications.
Si Xiao YangYing Jie TianChunhua ZhangPublished in: Web Intelligence/IAT Workshops (2011)
Keyphrases
- rule extraction
- support vector
- learning machines
- large margin classifiers
- feature selection
- rough sets
- neural network
- fuzzy rules
- black box
- rough set theory
- classification rules
- association rules
- support vector machine
- rule sets
- linguistic rules
- classification accuracy
- trained neural networks
- decision rules
- rough fuzzy
- learning algorithm
- information retrieval
- data mining
- software effort
- genetic programming
- model selection
- real time
- nearest neighbor
- evolutionary algorithm
- databases
- data sets