Evolutionary data analysis for the class imbalance problem.
Taghi M. KhoshgoftaarNaeem SeliyaDennis J. DrownPublished in: Intell. Data Anal. (2010)
Keyphrases
- class imbalance
- data analysis
- class distribution
- active learning
- cost sensitive
- cost sensitive learning
- high dimensionality
- data mining
- small disjuncts
- concept drift
- random subspaces
- imbalanced datasets
- sampling methods
- feature selection
- high dimensional data
- machine learning
- minority class
- majority class
- imbalanced class distribution
- imbalanced data
- test set
- multi class
- support vector machine
- data streams
- training data