Using decision trees to summarize associative classification rules.
Yen-Liang ChenLucas Tzu-Hsuan HungPublished in: Expert Syst. Appl. (2009)
Keyphrases
- classification rules
- decision trees
- predictive accuracy
- decision tree algorithm
- rule induction
- rule sets
- medical data sets
- naive bayes
- associative classification
- subgroup discovery
- genetic programming
- human experts
- ant miner
- rule discovery
- machine learning
- decision rules
- action rules
- rule extraction
- machine learning algorithms
- association rules
- nearest neighbor
- induction algorithms
- classification algorithm
- associative classifiers
- training set
- data mining methods
- fuzzy rules
- k nearest neighbor
- classification models
- preprocessing
- training data
- decision making