Resampling Multilabel Datasets by Decoupling Highly Imbalanced Labels.
Francisco CharteAntonio Jesús RiveraMaría José del JesusFrancisco HerreraPublished in: HAIS (2015)
Keyphrases
- multi label
- multilabel classification
- multi label classification
- text categorization
- highly imbalanced
- label space
- graph cuts
- multiple labels
- class distribution
- class labels
- instance based learning
- image classification
- text classification
- imbalanced data
- data sets
- cost sensitive
- training data
- feature space
- training dataset
- random walker
- benchmark datasets
- rough sets
- nearest neighbor
- image features
- high dimensional
- pairwise
- learning algorithm
- machine learning