Estimating accuracy for text classification tasks on large unlabeled data.
Snigdha ChaturvediTanveer A. FaruquieL. Venkata SubramaniamMukesh K. MohaniaPublished in: CIKM (2010)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- text classification
- semi supervised
- active learning
- co training
- semi supervised classification
- supervised learning
- data points
- text categorization
- training data
- training examples
- classification accuracy
- labeled examples
- labeled and unlabeled data
- supervised learning algorithms
- classifier training
- class labels
- learning algorithm
- class distribution
- training set
- labeled training data
- transfer learning
- text classifiers
- text documents
- image classification
- positive examples
- pairwise
- computer vision
- machine learning