RN-SMOTE: Reduced Noise SMOTE based on DBSCAN for enhancing imbalanced data classification.
Ahmed ArafaNawal A. El-FishawyMohamed Alfateh BadawyMarwa RadadPublished in: J. King Saud Univ. Comput. Inf. Sci. (2022)
Keyphrases
- imbalanced data classification
- minority class
- class imbalance
- class distribution
- clustering algorithm
- classification error
- cost sensitive learning
- sampling methods
- cost sensitive
- training set
- feature selection
- multi class
- original data
- active learning
- misclassification costs
- data sets
- training dataset
- nearest neighbour
- learning algorithm