Dual Approach to Handling Imbalanced Class in Datasets Using Oversampling and Ensemble Learning Techniques.
Yoga PristyantoAnggit Ferdita NugrahaIrfan PratamaAkhmad DahlanLucky Adhikrisna WirasaktiPublished in: IMCOM (2021)
Keyphrases
- ensemble learning
- minority class
- imbalanced datasets
- imbalanced data
- ensemble methods
- class imbalance
- generalization ability
- binary classification problems
- concept drift
- base learners
- random forest
- feature selection
- base classifiers
- benchmark datasets
- ensemble classifier
- prediction accuracy
- sampling methods
- mutual subspace method
- class distribution
- decision trees
- cost sensitive learning
- non stationary
- training data
- data sets