Using evolutionary sampling to mine imbalanced data.
Dennis J. DrownTaghi M. KhoshgoftaarRamaswamy NarayananPublished in: ICMLA (2007)
Keyphrases
- imbalanced data
- sampling methods
- linear regression
- ensemble methods
- support vector machine
- imbalanced datasets
- class distribution
- imbalanced class distribution
- classification models
- genetic algorithm
- decision trees
- feature selection
- highly skewed
- minority class
- random forest
- svm classifier
- class imbalance
- ensemble classifier
- highly imbalanced
- ensemble learning
- random sampling
- base classifiers
- high dimensionality