Effects of Class Imbalance Countermeasures on Interpretability.
David CemernekShafaq SiddiqiRoman KernPublished in: IEEE Access (2024)
Keyphrases
- countermeasures
- class imbalance
- information security
- class distribution
- cost sensitive
- active learning
- cost sensitive learning
- imbalanced datasets
- majority class
- sampling methods
- high dimensionality
- imbalanced class distribution
- concept drift
- prediction accuracy
- minority class
- feature selection
- power analysis
- machine learning
- test set
- knowledge discovery
- imbalanced data
- high dimensional