Imbalance factor: a simple new scale for measuring inter-class imbalance extent in classification problems.
Mohsen PirizadehHadi FarahaniSaeed Reza KheradpishehPublished in: Knowl. Inf. Syst. (2023)
Keyphrases
- class imbalance
- class distribution
- active learning
- cost sensitive
- cost sensitive learning
- sampling methods
- high dimensionality
- imbalanced datasets
- concept drift
- imbalanced data
- majority class
- small disjuncts
- feature selection
- training data
- software defect prediction
- imbalanced class distribution
- high dimensional
- decision trees