Reverse-nearest neighborhood based oversampling for imbalanced, multi-label datasets.
Payel SadhukhanSarbani PalitPublished in: Pattern Recognit. Lett. (2019)
Keyphrases
- multi label
- single label classification
- multi label classification
- class imbalance
- text categorization
- imbalanced datasets
- image classification
- binary classification
- graph cuts
- multi label learning
- class labels
- image annotation
- binary classification problems
- text classification
- sampling methods
- training dataset
- class distribution
- cost sensitive
- minority class
- nearest neighbor
- imbalanced data
- multiple labels
- active learning
- data sets
- image content
- semi supervised
- knn
- protein function prediction
- benchmark datasets
- binary classifiers
- data analysis
- feature selection
- label assignment
- hierarchical text categorization
- learning algorithm