F-Measure Maximization in Multi-Label Classification with Conditionally Independent Label Subsets.
Maxime GasseAlex AussemPublished in: ECML/PKDD (1) (2016)
Keyphrases
- multi label classification
- conditionally independent
- multi label
- label space
- random variables
- latent variables
- probability distribution
- text classification
- multiple labels
- likelihood ratio
- semi supervised learning
- text categorization
- image annotation
- binary classification
- classification algorithm
- graph cuts
- binary classifiers
- image classification
- multi label learning
- semi supervised
- multi class
- machine learning
- multi modal
- probabilistic model
- support vector
- learning tasks
- class labels
- meta level
- hypothesis testing
- graphical models
- information extraction
- pairwise
- learning algorithm
- data sets