A heuristic for learning decision trees and pruning them into classification rules.
José RanillaOscar LuacesAntonio BahamondePublished in: AI Commun. (2003)
Keyphrases
- classification rules
- decision trees
- predictive accuracy
- learning process
- machine learning
- induction algorithms
- genetic programming
- search space
- active learning
- decision tree algorithm
- supervised learning
- associative classification
- reinforcement learning
- human experts
- rule sets
- learning algorithm
- fuzzy decision trees
- data sets
- rule induction
- classification algorithm
- decision rules
- pattern recognition
- small number
- prior knowledge