Research Paper: Machine Learning and Rule-based Approaches to Assertion Classification.
Özlem UzunerXiaoran ZhangTawanda C. SibandaPublished in: J. Am. Medical Informatics Assoc. (2009)
Keyphrases
- machine learning
- machine learning methods
- machine learning approaches
- machine learning algorithms
- pattern recognition
- decision trees
- text classification
- supervised learning
- supervised and unsupervised learning
- feature selection
- expert systems
- supervised machine learning
- image classification
- artificial intelligence
- classification accuracy
- supervised classification
- statistical learning
- learning models
- multiple classifier systems
- semi supervised learning
- unsupervised learning
- machine learning models
- inductive learning
- model selection
- benchmark datasets
- pattern classification
- rule base
- classification process
- data sets
- data mining
- feature space
- active learning
- support vector machine
- natural language processing
- text mining
- computational intelligence
- data mining techniques
- data driven
- classification scheme
- knowledge discovery
- decision rules
- bayesian methods
- class labels
- rule learning
- preprocessing
- reinforcement learning
- learning algorithm
- training samples