F-measure optimisation in multi-label classifiers.
Ignazio PillaiGiorgio FumeraFabio RoliPublished in: ICPR (2012)
Keyphrases
- multi label
- multi label classification
- class labels
- text classification
- text categorization
- image annotation
- classifier training
- multi label learning
- graph cuts
- binary classification
- image classification
- learning tasks
- naive bayes
- multi instance
- multiple labels
- feature selection
- multi label image annotation
- hierarchical text categorization
- binary classifiers
- machine learning
- classification algorithm
- training data
- learning algorithm
- decision trees
- feature set
- training examples
- learning problems
- training set
- machine learning algorithms
- protein function prediction
- max margin
- multiclass classification
- semi supervised learning
- label assignment
- image segmentation
- face recognition
- svm classifier
- semi supervised
- nearest neighbor
- labeled data