Classification based extraction of numeric values from clinical narratives.
Maximilian ZubkePublished in: BiomedicalNLP@RANLP (2017)
Keyphrases
- numeric values
- classification accuracy
- text classification
- supervised learning
- benchmark datasets
- information extraction
- feature space
- feature extraction
- feature vectors
- support vector machine
- least squares
- machine learning
- support vector
- genetic programming
- model selection
- bayesian networks
- class labels
- decision rules
- machine learning methods
- discriminative learning