Estimating Accuracy from Unlabeled Data: A Bayesian Approach.
Emmanouil Antonios PlataniosAvinava DubeyTom M. MitchellPublished in: ICML (2016)
Keyphrases
- unlabeled data
- semi supervised learning
- labeled data
- semi supervised
- active learning
- co training
- supervised learning
- training data
- text classification
- labeled instances
- labeled training data
- fully supervised
- semi supervised classification
- data points
- labeled and unlabeled data
- text categorization
- labeling effort
- learning algorithm
- class labels
- training set
- semisupervised learning
- class distribution
- domain adaptation
- labeled examples
- small set of labeled
- unsupervised learning
- positive examples
- multi view
- label propagation
- prior knowledge
- number of labeled examples
- supervised learning algorithms
- sample selection bias
- multi view learning
- classification accuracy
- feature extraction
- data sets
- decision trees
- select relevant features