Comparing ensemble learning approaches in genetic programming for classification with unbalanced data.
Urvesh BhowanMark JohnstonMengjie ZhangPublished in: GECCO (Companion) (2013)
Keyphrases
- ensemble learning
- unbalanced data
- genetic programming
- generalization ability
- ensemble classifier
- ensemble methods
- machine learning methods
- feature selection
- pattern recognition
- support vector machine
- support vector machine svm
- weak learners
- evolutionary algorithm
- classification accuracy
- support vector
- image classification
- feature set
- svm classifier
- classification algorithm
- machine learning algorithms
- training samples
- base classifiers
- text classification
- feature vectors
- training set