Boosting with Lexicographic Programming: Addressing Class Imbalance without Cost Tuning.
Shounak DattaSayak NagSwagatam DasPublished in: IEEE Trans. Knowl. Data Eng. (2020)
Keyphrases
- class imbalance
- cost sensitive
- cost sensitive learning
- class distribution
- binary classification problems
- misclassification costs
- boosting algorithms
- active learning
- multi class
- imbalanced datasets
- sampling methods
- small disjuncts
- feature selection
- majority class
- base classifiers
- learning algorithm
- minority class
- ensemble learning
- concept drift
- high dimensionality
- naive bayes
- data sets
- base learners
- error prone
- imbalanced data
- training samples
- low dimensional
- high dimensional
- imbalanced class distribution