Hybrid sampling for imbalanced data.
Chris SeiffertTaghi M. KhoshgoftaarJason Van HulsePublished in: Integr. Comput. Aided Eng. (2009)
Keyphrases
- imbalanced data
- sampling methods
- class distribution
- feature selection
- random forest
- decision trees
- linear regression
- imbalanced class distribution
- ensemble methods
- support vector machine
- highly skewed
- imbalanced datasets
- classification models
- class imbalance
- minority class
- highly imbalanced
- learning algorithm
- learning process
- training set
- random sampling
- cost sensitive
- multi class