Evolving ensembles in multi-objective genetic programming for classification with unbalanced data.
Urvesh BhowanMark JohnstonMengjie ZhangPublished in: GECCO (2011)
Keyphrases
- unbalanced data
- decision trees
- training data
- classification accuracy
- text classification
- pattern recognition
- feature vectors
- model selection
- support vector
- cross validation
- support vector machine
- training samples
- image classification
- cost sensitive
- feature selection
- machine learning
- text categorization
- training set
- decision rules
- classification algorithm
- machine learning methods
- feature extraction
- base classifiers