Redundancy-driven modified Tomek-link based undersampling: A solution to class imbalance.
Debashree DeviSaroj K. BiswasBiswajit PurkayasthaPublished in: Pattern Recognit. Lett. (2017)
Keyphrases
- class imbalance
- class distribution
- active learning
- cost sensitive
- cost sensitive learning
- majority class
- imbalanced datasets
- concept drift
- software defect prediction
- sampling methods
- high dimensionality
- minority class
- small disjuncts
- data streams
- imbalanced data
- training data
- prior knowledge
- misclassification costs
- bayesian networks
- learning algorithm
- imbalanced class distribution
- machine learning