Comparative Study of Feature Selection Methods for Medical Full Text Classification.
Carlos Adriano GonçalvesEva Lorenzo IglesiasLourdes BorrajoRui CamachoAdrián Seara VieiraCélia Talma GonçalvesPublished in: IWBBIO (2) (2019)
Keyphrases
- comparative study
- pattern recognition
- classification accuracy
- classification systems
- support vector
- feature vectors
- pattern classification
- image classification
- feature extraction
- support vector machine
- classification algorithm
- machine learning
- text classification
- automatic classification
- medical diagnosis
- classification models
- feature selection
- decision trees
- classification method
- information retrieval
- digital libraries
- preprocessing
- cost sensitive
- supervised learning
- proceedings of the th international conference
- information retrieval systems
- feature set
- decision rules
- cross validation
- benchmark datasets
- machine learning algorithms
- support vector machine svm
- training samples