Convex hull-based support vector machine rule extraction.
Jianguo WangBin YangWenxing ZhangBo QinPublished in: FSKD (2012)
Keyphrases
- artificial neural networks
- convex hull
- rule extraction
- support vector machine
- neural network
- feature selection
- rough sets
- black box
- classification rules
- rough set theory
- fuzzy rules
- association rules
- support vector
- classification algorithm
- convex polyhedra
- training data
- mixed integer
- k nearest neighbor
- feature space
- nearest neighbor
- rule sets
- feasible solution
- machine learning
- rough fuzzy
- extreme points
- data points
- knn
- decision rules
- feature vectors
- genetic programming
- training set
- continuous variables
- decision trees
- text categorization
- classification accuracy
- rule induction
- minimum distance
- fuzzy sets