Sampling Methods in Genetic Programming for Classification with Unbalanced Data.
Rachel HuntMark JohnstonWill N. BrowneMengjie ZhangPublished in: Australasian Conference on Artificial Intelligence (2010)
Keyphrases
- unbalanced data
- sampling methods
- class imbalance
- support vector machine
- decision trees
- classification accuracy
- machine learning
- training data
- pattern recognition
- random sampling
- imbalanced data
- support vector
- feature extraction
- image classification
- feature space
- active learning
- class labels
- svm classifier
- face recognition
- sampling algorithm
- feature selection
- learning algorithm