Alleviating class imbalance problem in data mining.
Akkenzhe SarmanovaSongul AlbayrakPublished in: SIU (2013)
Keyphrases
- class imbalance
- data mining
- class distribution
- active learning
- cost sensitive
- cost sensitive learning
- high dimensionality
- concept drift
- knowledge discovery
- imbalanced datasets
- majority class
- machine learning
- data analysis
- small disjuncts
- imbalanced data
- sampling methods
- imbalanced class distribution
- software defect prediction
- feature selection
- fraud detection
- text mining
- minority class
- small number
- association rules
- error prone
- microarray
- meta learning
- rough sets
- clustering algorithm
- learning algorithm
- data sets