Can Character Embeddings Improve Cause-of-Death Classification for Verbal Autopsy Narratives?
Zhaodong YanSerena JebleeGraeme HirstPublished in: BioNLP@ACL (2019)
Keyphrases
- support vector
- pattern recognition
- classification accuracy
- classification algorithm
- supervised learning
- support vector machine
- image classification
- automatic classification
- feature extraction
- pattern classification
- vector space
- support vector machine svm
- text classification
- improve the classification accuracy
- classification method
- training samples
- distance measure
- dimensionality reduction
- decision trees
- class labels
- cross validation
- decision rules
- nearest neighbor
- semi supervised
- feature space
- dimension reduction
- training data
- manifold learning
- classification models
- neural network