Using Anchors to Estimate Clinical State without Labeled Data.
Yoni HalpernYoungduck ChoiSteven HorngDavid A. SontagPublished in: AMIA (2014)
Keyphrases
- labeled data
- unlabeled data
- semi supervised
- semi supervised learning
- active learning
- training data
- text classification
- domain adaptation
- transfer learning
- semi supervised classification
- class labels
- labeled training data
- labeled and unlabeled data
- supervised learning
- data points
- co training
- learning algorithm
- labeled examples
- labeled instances
- semi supervised learning methods
- unsupervised learning
- prior knowledge
- labeled training set
- sample selection bias
- training examples
- target domain
- neural network
- machine learning