Building deep learning models for evidence classification from the open access biomedical literature.
Gully A. BurnsXiangci LiNanyun PengPublished in: Database J. Biol. Databases Curation (2019)
Keyphrases
- learning models
- biomedical literature
- classification models
- machine learning
- machine learning algorithms
- open access
- text mining
- loss function
- decision trees
- feature vectors
- classification accuracy
- semi supervised learning
- feature selection
- learning tasks
- training set
- support vector
- conditional random fields
- image classification
- supervised learning
- protein protein interactions
- knowledge discovery
- automatic extraction
- training data
- data analysis
- machine learning methods
- text classification
- support vector machine
- active learning
- probabilistic model