Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes.
Brian HurTimothy BaldwinKarin VerspoorLaura HardefeldtJames GilkersonPublished in: BioNLP (2020)
Keyphrases
- instance selection
- domain adaptation
- feature and instance selection
- semi supervised learning
- text classification
- labeled data
- co training
- classification accuracy
- document classification
- sentiment classification
- supervised learning
- feature selection
- unlabeled data
- data reduction
- multi class
- unsupervised learning
- neural network
- support vector machine
- nearest neighbor
- multiple instance learning
- feature space
- cross domain
- target domain
- multiple sources
- support vector
- training samples
- semi supervised
- information extraction
- training data
- class labels
- test data
- machine learning algorithms
- training examples
- clustering algorithm
- decision trees
- pairwise
- learning algorithm
- information retrieval