Discovery of Significant Classification Rules from Incrementally Inducted Decision Tree Ensemble for Diagnosis of Disease.
Minghao PiaoJong Bum LeeKhalid E. K. SaeedKeun Ho RyuPublished in: ADMA (2009)
Keyphrases
- classification rules
- decision trees
- predictive accuracy
- decision tree algorithm
- ensemble methods
- random forests
- rule discovery
- random forest
- genetic programming
- subgroup discovery
- rule sets
- training set
- associative classification
- medical data sets
- ant miner
- neural network
- training data
- human experts
- nearest neighbor
- association rules
- classification algorithm
- machine learning algorithms
- naive bayes
- action rules
- decision rules
- decision making
- learning algorithm
- data mining
- pattern discovery
- classification accuracy
- preprocessing
- pattern recognition
- feature selection
- genetic algorithm