On the Class Distribution Labelling Step Sensitivity of CO-TRAINING.
Edson Takashi MatsubaraMaria Carolina MonardRonaldo C. PratiPublished in: IFIP AI (2006)
Keyphrases
- class distribution
- co training
- unlabeled data
- semi supervised learning
- labeled data
- training examples
- semi supervised
- training data
- training set
- supervised learning
- active learning
- class imbalance
- text classification
- multi view
- single view
- learning algorithm
- cost sensitive
- small number
- text categorization
- test set
- data points
- data sets
- machine learning
- decision trees
- class labels
- training samples
- concept drift
- transfer learning
- feature space
- prior knowledge