Estimating Accuracy from Unlabeled Data.
Emmanouil Antonios PlataniosAvrim BlumTom M. MitchellPublished in: UAI (2014)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- co training
- active learning
- supervised learning
- training data
- semi supervised classification
- fully supervised
- text classification
- training set
- labeled instances
- small set of labeled
- labeled and unlabeled data
- text categorization
- labeling effort
- labeled examples
- domain adaptation
- data points
- labeled training data
- sample selection bias
- learning algorithm
- positive examples
- label propagation
- class labels
- training examples
- classification accuracy
- semisupervised learning
- number of labeled examples
- data sets
- transfer learning
- random selection
- naive bayes
- text mining
- object recognition
- supervised and semi supervised