Oversampling for Mining Imbalanced Datasets: Taxonomy and Performance Evaluation.
Piotr JedrzejowiczPublished in: ICCCI (2022)
Keyphrases
- imbalanced datasets
- class imbalance
- sampling methods
- minority class
- class distribution
- learning from imbalanced data
- majority class
- imbalanced data
- cost sensitive learning
- knowledge discovery
- data mining
- cost sensitive
- ensemble methods
- data mining techniques
- feature selection algorithms
- text mining
- high dimensionality
- concept drift
- classification error
- naive bayes
- nearest neighbor
- multi class
- active learning
- pairwise
- data streams
- feature selection