STEM Rebalance: A Novel Approach for Tackling Imbalanced Datasets using SMOTE, Edited Nearest Neighbour, and Mixup.
Yumnah HasanFatemeh AmerehiPatrick HealyConor RyanPublished in: CoRR (2023)
Keyphrases
- nearest neighbour
- imbalanced datasets
- minority class
- imbalanced data
- decision trees
- imbalanced data sets
- class distribution
- cost sensitive learning
- k nearest neighbor
- knn
- class imbalance
- euclidean distance
- training set
- support vector machine
- sampling methods
- highly skewed
- rough sets
- fraud detection
- active learning
- ensemble methods
- nearest neighbor
- feature selection algorithms
- neural network
- multilayer perceptron