Optimally Combining Classifiers Using Unlabeled Data.
Akshay BalsubramaniYoav FreundPublished in: CoRR (2015)
Keyphrases
- unlabeled data
- combining classifiers
- labeled data
- semi supervised learning
- naive bayes
- semi supervised
- text classification
- multiple classifiers
- classifier combination
- training data
- text categorization
- active learning
- base classifiers
- training set
- combining multiple
- decision trees
- ensemble learning
- learning algorithm
- supervised learning
- class labels
- majority voting
- data points
- class distribution
- machine learning
- prior knowledge
- feature selection
- training examples
- cost sensitive
- ensemble methods
- support vector machine
- knn
- pairwise
- pattern recognition