A Massive Local Rules Search Approach to the Classification Problem
Vladislav MalyshkinRay BakhramovAndrey GorodetskyPublished in: CoRR (2006)
Keyphrases
- classification rules
- decision rules
- rule extraction
- rule learning
- rule discovery
- associative classification
- classification scheme
- pattern recognition
- rule generation
- rule sets
- classification accuracy
- search algorithm
- feature extraction
- machine learning
- classification systems
- benchmark datasets
- machine learning methods
- neural network
- classification method
- rule induction
- search efficiency
- decision trees
- feature space
- association rules
- automatic classification
- associative classifiers
- support vector
- classification algorithm
- pattern classification
- search strategy
- search methods
- support vector machine
- association rule mining
- search strategies
- search queries
- information seeking
- feature vectors
- training set
- classification process
- rough set theory
- support vector machine svm
- feature selection
- data mining
- data sets