Selecting informative rules with parallel genetic algorithm in classification problem.
Bikash Kanti SarkarShib Sankar SanaKripasindhu ChaudhuriPublished in: Appl. Math. Comput. (2011)
Keyphrases
- parallel genetic algorithm
- classification rules
- rule discovery
- automatic classification
- support vector
- genetic algorithm
- classification systems
- decision rules
- support vector machine svm
- classification algorithm
- rule generation
- rule learning
- rule induction
- svm classifier
- classification accuracy
- preprocessing
- benchmark datasets
- text classification
- associative classification
- feature selection
- support vector machine
- pattern classification
- classification models
- classification scheme
- pattern recognition
- machine learning
- training samples
- fuzzy decision trees
- associative classifiers
- rule extraction
- association rules
- classification process
- training set
- machine learning methods
- classification method
- data sets
- image classification
- itemsets