Discrimination aware classification for imbalanced datasets.
Goce RistanoskiWei LiuJames BaileyPublished in: CIKM (2013)
Keyphrases
- imbalanced datasets
- class imbalance
- cost sensitive learning
- reject option
- pattern recognition
- imbalanced data
- support vector machine
- classification accuracy
- discrimination aware
- decision trees
- class distribution
- feature vectors
- training dataset
- support vector machine svm
- pattern classification
- classification algorithm
- svm classifier
- sampling methods
- cost sensitive
- data mining
- classification models
- feature set
- classification rules
- cross validation
- text classification
- data mining techniques
- training set
- association rules
- feature space
- feature extraction
- text categorisation
- feature selection
- machine learning