Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets.
Olatz ArbelaitzIbai GurrutxagaJavier MuguerzaJesús Maria PérezPublished in: CAEPIA (2013)
Keyphrases
- imbalanced datasets
- sampling methods
- cost sensitive learning
- learning from imbalanced data
- class distribution
- class imbalance
- imbalanced data
- ensemble methods
- feature selection algorithms
- benchmark datasets
- cost sensitive
- nearest neighbor
- bayesian networks
- random sampling
- decision trees
- training dataset
- fraud detection
- text categorization
- training set