Generalized k-Labelsets Ensemble for Multi-Label and Cost-Sensitive Classification.
Hung-Yi LoShou-De LinHsin-Min WangPublished in: IEEE Trans. Knowl. Data Eng. (2014)
Keyphrases
- multi label
- cost sensitive classification
- cost sensitive
- binary classification
- multi label classification
- text categorization
- base classifiers
- misclassification costs
- multi class
- image classification
- cost sensitive learning
- graph cuts
- class labels
- error rate
- multi label learning
- text classification
- ensemble methods
- classification error
- class distribution
- learning tasks
- class imbalance
- naive bayes
- training data
- learning problems
- feature selection
- benchmark datasets
- small number