Ensemble methods for multi-label classification.
Lior RokachAlon SchclarEhud ItachPublished in: Expert Syst. Appl. (2014)
Keyphrases
- ensemble methods
- multi label classification
- binary classification
- multi label
- prediction accuracy
- machine learning methods
- benchmark datasets
- decision trees
- ensemble learning
- text categorization
- semi supervised learning
- binary classifiers
- generalization ability
- image annotation
- multi class
- multi class classification
- neural network
- base classifiers
- classification algorithm
- graph cuts
- semi supervised
- base learners
- multi label learning
- feature subset
- text classification
- support vector machine
- active learning
- training set
- feature space
- training data
- data mining