Bayes Imbalance Impact Index: A Measure of Class Imbalanced Data Set for Classification Problem.
Yang LuYiu-Ming CheungYuan Yan TangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2020)
Keyphrases
- data sets
- class imbalanced
- class imbalance
- decision trees
- support vector machine
- support vector
- feature extraction
- feature space
- training set
- feature selection
- classification accuracy
- support vector machine svm
- minority class
- classification models
- machine learning
- benchmark datasets
- decision rules
- training data
- similarity measure
- text classification
- kernel function
- index structure
- machine learning algorithms
- prediction accuracy
- cross validation
- classification algorithm
- pattern classification
- learning algorithm
- imbalanced data