Generalized Entropy for Splitting on Numerical Attributes in Decision Trees.
Mingyu ZhongMichael GeorgiopoulosGeorgios C. AnagnostopoulosMansooreh MollaghasemiPublished in: FLAIRS Conference (2006)
Keyphrases
- numerical attributes
- rule induction
- decision trees
- rough sets
- association rules
- attribute values
- nominal attributes
- numerical data
- categorical attributes
- decision rules
- knowledge discovery in databases
- rough set theory
- classification rules
- naive bayes
- rule sets
- subgroup discovery
- training set
- data mining methods
- categorical data
- genetic programming
- pattern recognition
- training data
- data mining
- data sets
- high dimensional
- action rules