DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data.
Damien DablainBartosz KrawczykNitesh V. ChawlaPublished in: IEEE Trans. Neural Networks Learn. Syst. (2023)
Keyphrases
- deep learning
- imbalanced data
- unsupervised learning
- class distribution
- imbalanced data sets
- imbalanced datasets
- machine learning
- feature selection
- classification models
- ensemble methods
- support vector machine
- linear regression
- random forest
- class imbalance
- mental models
- decision trees
- svm classifier
- decision boundary
- sampling methods
- fusion method