Ensemble Multi-label Classification: A Comparative Study on Threshold Selection and Voting Methods.
Ouadie GharroudiHaytham ElghazelAlex AussemPublished in: ICTAI (2015)
Keyphrases
- threshold selection
- multi label classification
- voting methods
- multi label
- knn
- classification algorithm
- text categorization
- classification error
- individual classifiers
- binary classification
- k nearest neighbor
- semi supervised learning
- classifier ensemble
- ensemble methods
- base classifiers
- ensemble learning
- image annotation
- multi class
- text classification
- neural network
- class labels
- semi supervised
- training set
- binary classifiers
- feature selection
- training data
- decision trees
- multi class classification
- data sets
- machine learning methods
- unlabeled data
- labeled data
- graph cuts
- support vector machine
- ensemble classifier
- pattern recognition