Synthetic sampling approach based on model-based clustering for imbalanced data.
Shaukat Ali ShaheeUsha AnanthakumarPublished in: Int. J. Artif. Intell. Soft Comput. (2018)
Keyphrases
- imbalanced data
- model based clustering
- sampling methods
- hierarchical clustering
- class distribution
- expectation maximization
- em algorithm
- linear regression
- feature selection
- ensemble methods
- classification models
- mixture model
- support vector machine
- svm classifier
- random forest
- decision trees
- clustering algorithm
- class imbalance
- random sampling
- k means
- vector space model
- ensemble classifier
- document clustering
- model selection
- base classifiers
- minority class