Rule Extraction from Ensemble Methods Using Aggregated Decision Trees.
Md. Ridwan Al IqbalPublished in: ICONIP (2) (2012)
Keyphrases
- ensemble methods
- rule extraction
- decision trees
- classification rules
- rule sets
- decision rules
- rule induction
- random forests
- black box
- neural network
- rough sets
- decision tree learning
- rough set theory
- ensemble learning
- random forest
- base classifiers
- generalization ability
- naive bayes
- machine learning algorithms
- association rules
- prediction accuracy
- training set
- bootstrap sampling
- fuzzy rules
- machine learning methods
- training data
- classifier ensemble
- machine learning
- base learners
- classification models
- meta learning
- decision tree ensembles
- learning tasks
- genetic programming
- pattern recognition
- feature selection
- data mining