Extended natural neighborhood for SMOTE and its variants in imbalanced classification.
Hongjiao GuanLong ZhaoXiangjun DongChuan ChenPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- imbalanced data sets
- class imbalance
- imbalanced data
- imbalanced datasets
- class imbalanced
- class distribution
- decision trees
- classification accuracy
- minority class
- image classification
- machine learning
- concept learning
- feature extraction
- feature vectors
- text classification
- training samples
- class labels
- high dimensionality
- cost sensitive
- supervised learning
- active learning
- pattern recognition
- support vector machine
- data sets
- highly skewed
- support vector
- feature space
- cost sensitive learning
- feature selection algorithms
- classification method
- support vector machine svm
- labeled data
- semi supervised