Consistent Multilabel Ranking through Univariate Losses.
Krzysztof DembczynskiWojciech KotlowskiEyke HüllermeierPublished in: ICML (2012)
Keyphrases
- multi label
- multilabel classification
- label ranking
- instance based learning
- multi label classification
- graph cuts
- text categorization
- lazy learning
- random walker
- pairwise
- convex relaxation
- globally optimal
- inter related
- preference learning
- image classification
- nearest neighbor
- binary classification
- logistic regression
- probability estimation
- ranking functions
- image annotation
- data mining
- class labels
- text classification
- ensemble methods
- multiple labels
- label space
- max margin
- inductive learning
- pairwise comparison
- rule induction
- similarity function
- rough sets
- higher order
- support vector
- feature extraction
- information retrieval