Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach.
Emmanouil A. PlataniosHoifung PoonTom M. MitchellEric HorvitzPublished in: CoRR (2017)
Keyphrases
- pairwise
- semi supervised
- unlabeled data
- probabilistic logic
- labeled data
- semi supervised learning
- labeled and unlabeled data
- supervised learning
- co training
- labeled examples
- probabilistic reasoning
- maximum entropy
- unsupervised learning
- labeling effort
- default reasoning
- training examples
- labeled instances
- active learning
- statistical relational learning
- generative model
- learning algorithm
- data points
- text categorization
- transfer learning
- training data
- similarity measure
- text classification
- classification accuracy
- training set
- data sets