Reusing Genetic Programming for Ensemble Selection in Classification of Unbalanced Data.
Urvesh BhowanMark JohnstonMengjie ZhangXin YaoPublished in: IEEE Trans. Evol. Comput. (2014)
Keyphrases
- unbalanced data
- genetic programming
- ensemble selection
- training data
- pattern recognition
- fitness function
- learning algorithm
- machine learning
- evolutionary algorithm
- decision trees
- feature construction
- classification models
- svm classifier
- machine learning algorithms
- image classification
- support vector machine
- training set
- support vector
- feature extraction
- model selection
- benchmark datasets
- class labels
- neural network
- machine learning methods
- misclassification costs