Reversing the Classification of Weighted Rule Ensembles.
Tibérius O. BonatesJosé W. V. Morais NetoPublished in: ISAIM (2014)
Keyphrases
- decision trees
- classification accuracy
- classification rules
- support vector machine svm
- rule sets
- majority vote
- classifier ensemble
- classification method
- pattern recognition
- classification systems
- pattern classification
- classification algorithm
- benchmark datasets
- k nearest neighbour
- image classification
- rule discovery
- preprocessing
- machine learning methods
- machine learning
- training set
- generalization ability
- feature vectors
- nearest neighbour
- feature extraction
- rule learning
- rule induction
- classification process
- document classification
- classification models
- feature space
- model selection
- classification rate
- automatic classification
- ensemble learning
- active databases
- support vector
- multiple classifier systems
- supervised learning
- tree ensembles