A First Approach to Deal with Imbalance in Multi-label Datasets.
Francisco CharteAntonio Jesús Rivera RivasMaría José del JesusFrancisco HerreraPublished in: HAIS (2013)
Keyphrases
- multi label
- single label classification
- multi label classification
- text categorization
- graph cuts
- image classification
- binary classification
- text classification
- image annotation
- multi label learning
- multi instance
- imbalanced datasets
- class labels
- protein function prediction
- multiple labels
- knn
- hierarchical text categorization
- benchmark datasets
- feature extraction
- data mining
- feature selection
- k nearest neighbor
- label assignment