Discussion on Vuttipittayamongkol, P. and Elyan, E., Improved Overlap-Based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson's Disease.
Alberto FernándezPublished in: Int. J. Neural Syst. (2020)
Keyphrases
- imbalanced datasets
- class imbalance
- decision trees
- cost sensitive learning
- rare class
- feature space
- feature vectors
- feature extraction
- support vector machine
- cost sensitive
- supervised learning
- model selection
- machine learning
- active learning
- training set
- feature selection
- training samples
- support vector machine svm
- classification rules
- classification accuracy
- majority class