Handling categorical data in rule induction.
Martin BurgessGareth J. JanacekVictor J. Rayward-SmithPublished in: ICANNGA (2003)
Keyphrases
- categorical data
- rule induction
- cluster analysis
- numerical attributes
- instance based learning
- numerical data
- rough sets
- parameter free
- decision trees
- knowledge discovery in databases
- decision rules
- rule induction algorithm
- classification rules
- rule sets
- rough set theory
- data mining
- attribute values
- fuzzy sets
- real world
- hierarchical latent class models
- distance based outlier detection
- data sets
- reinforcement learning
- feature selection
- computer vision
- databases