The aid of machine learning to overcome the classification of real health discharge reports written in Spanish.
Alicia PérezArantza CasillasKoldo GojenolaMaite OronozNerea AguirreEstibaliz AmillanoPublished in: Proces. del Leng. Natural (2014)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- text classification
- machine learning algorithms
- supervised learning
- decision trees
- machine learning approaches
- feature selection
- supervised machine learning
- support vector machine
- automatic classification
- knowledge acquisition
- feature vectors
- pattern classification
- classification accuracy
- learning tasks
- natural language processing
- computational intelligence
- feature construction
- semi supervised learning
- supervised classification
- classification algorithm
- learning algorithm
- model selection
- support vector
- active learning
- preprocessing
- inductive learning
- machine learning models
- computer vision
- information systems
- rule learning
- data analysis
- statistical learning
- benchmark datasets
- knowledge discovery
- image classification
- classification method
- decision rules
- svm classifier