Combining automatic table classification and relationship extraction in extracting anticancer drug-side effect pairs from full-text articles.
Rong XuQuanQiu WangPublished in: J. Biomed. Informatics (2015)
Keyphrases
- data extraction
- features extraction
- classification scheme
- image classification
- classification algorithm
- classification accuracy
- machine learning
- pattern recognition
- supervised learning
- automatic extraction
- classification models
- feature vectors
- model selection
- statistical classification
- support vector machine svm
- machine learning algorithms
- classification method
- pattern classification
- feature extraction and classification
- pairwise
- digital libraries
- decision trees
- metadata
- database
- automatically extracting
- classification process
- text classification
- automatic classification
- classification rules
- support vector machine
- information extraction
- support vector
- automatically extracted
- training set
- independent variables
- web pages
- multiple classifier systems
- feature selection
- learning algorithm