Selecting features from multiple feature sets for SVM committee-based screening of human larynx.
Antanas VerikasAdas GelzinisMarina KovalenkoMarija BacauskienePublished in: Expert Syst. Appl. (2010)
Keyphrases
- feature set
- selecting features
- feature selection
- selected features
- feature vectors
- individual features
- support vector
- feature space
- feature subset
- classification accuracy
- support vector machine
- feature extraction
- random forest
- support vector machine svm
- kernel function
- multi class
- feature ranking
- model selection
- machine learning
- pattern recognition
- svm classifier
- base classifiers
- text categorization
- feature selection algorithms
- multiple features
- knn
- genetic algorithm