Estimating the accuracies of multiple classifiers without labeled data.
Ariel JaffeBoaz NadlerYuval KlugerPublished in: AISTATS (2015)
Keyphrases
- labeled data
- multiple classifiers
- unlabeled data
- semi supervised
- semi supervised learning
- ensemble learning
- text classification
- active learning
- training data
- supervised learning
- combining multiple
- class labels
- data points
- transfer learning
- classifier ensemble
- learning algorithm
- classifier combination
- prior knowledge
- fusion method
- training examples
- training set
- machine learning
- decision trees
- text categorization
- generalization ability
- ensemble methods
- prediction accuracy
- pairwise
- knowledge discovery