LaCova: A Tree-Based Multi-label Classifier Using Label Covariance as Splitting Criterion.
Reem Al-OtaibiMeelis KullPeter A. FlachPublished in: ICMLA (2014)
Keyphrases
- multi label
- multi label classification
- class labels
- multilabel classification
- text categorization
- multiple labels
- label space
- image classification
- binary classification
- classifier training
- text classification
- graph cuts
- image annotation
- feature selection
- multi label learning
- multi instance
- training data
- classification algorithm
- label assignment
- max margin
- cost sensitive
- single label classification
- semi supervised learning
- multi class
- training examples
- meta level
- text classifiers
- learning algorithm
- single instance
- machine learning
- decision trees
- feature space
- training set
- pairwise
- support vector machine
- natural language processing
- labeled data
- binary classifiers
- training samples