Evolutionary-based selection of generalized instances for imbalanced classification.
Salvador GarcíaJoaquín DerracIsaac TrigueroCristóbal J. CarmonaFrancisco HerreraPublished in: Knowl. Based Syst. (2012)
Keyphrases
- support vector
- classification accuracy
- pattern recognition
- automatic classification
- instance selection
- class imbalance
- text classification
- feature space
- classification models
- support vector machine
- support vector machine svm
- pattern classification
- single class
- classification algorithm
- data stream classification
- active learning
- genetic algorithm
- minority class
- class imbalanced
- rare class
- classification scheme
- data sets
- cost sensitive
- benchmark data sets
- evolutionary computation
- machine learning methods
- benchmark datasets
- multi class
- preprocessing