Optimization and Interpretation of Rule-based Classifiers.
Wlodzislaw DuchNorbert JankowskiKrzysztof GrabczewskiRafal AdamczakPublished in: Intelligent Information Systems (2000)
Keyphrases
- training data
- decision trees
- optimization algorithm
- training set
- linear classifiers
- expert systems
- optimization problems
- classifier combination
- rule based systems
- supervised classification
- optimization methods
- classification algorithm
- machine learning algorithms
- data driven
- feature extraction
- naive bayes
- training examples
- training samples
- combinatorial optimization
- global optimization
- feature set
- constrained optimization
- classification rate
- evolutionary algorithm
- support vector
- classification systems
- kernel machines
- semantic interpretation
- feature selection