Bayes Imbalance Impact Index: A Measure of Class Imbalanced Dataset for Classification Problem.
Yang LuYiu-ming CheungYuan Yan TangPublished in: CoRR (2019)
Keyphrases
- imbalanced datasets
- decision trees
- class imbalance
- cost sensitive learning
- rare class
- learning from imbalanced data
- class distribution
- imbalanced data
- majority class
- sampling methods
- ensemble methods
- training dataset
- minority class
- cost sensitive
- class labels
- machine learning
- support vector
- classification models
- feature space
- support vector machine
- classification algorithm
- fraud detection
- feature selection
- classification accuracy
- feature selection algorithms
- decision rules
- training samples
- nearest neighbor
- text categorization
- svm classifier
- data sets
- machine learning methods