Rule extraction from support vector machines: a hybrid approach for solving classification and regression problems.
Mohammad Abdul Haque FarquadVadlamani RaviS. Bapi RajuPublished in: Int. J. Inf. Decis. Sci. (2011)
Keyphrases
- rule extraction
- classification and regression problems
- support vector
- learning machines
- neural network
- regression problems
- feature selection
- rough sets
- black box
- support vector machine
- rough set theory
- logistic regression
- classification rules
- association rules
- machine learning
- kernel function
- cross validation
- learning algorithm
- fuzzy rules
- decision rules
- classification accuracy
- training examples
- kernel methods
- knowledge discovery
- genetic algorithm
- control system
- data sets