Comparing published multi-label classifier performance measures to the ones obtained by a simple multi-label baseline classifier.
Jean MetzNewton SpolaôrEverton Alvares ChermanMaria Carolina MonardPublished in: CoRR (2015)
Keyphrases
- multi label
- multi label classification
- text categorization
- class labels
- image classification
- binary classification
- graph cuts
- image annotation
- text classification
- max margin
- multi instance
- multi label learning
- binary classifiers
- hierarchical text categorization
- cost sensitive
- training data
- training examples
- protein function prediction
- label space
- feature selection
- multiple labels
- feature space
- machine learning
- classifier training
- decision trees
- multi class
- semi supervised learning
- classification algorithm
- multi class classification
- feature extraction
- class distribution
- small number
- learning problems
- unlabeled data