Feature Selection Applied to Human Tear Film Classification.
Daniel G. VillaverdeBeatriz RemeseiroNoelia BarreiraManuel G. PenedoAntonio Mosquera GonzálezPublished in: ICAART (1) (2014)
Keyphrases
- feature selection
- classification accuracy
- support vector
- machine learning
- feature space
- support vector machine
- feature extraction
- method for feature selection
- classification models
- feature set
- high dimensionality
- text classification
- wrapper feature selection
- feature selection algorithms
- multi class
- decision trees
- support vector machine svm
- pattern recognition
- bayes classifier
- classification algorithm
- image classification
- human subjects
- preprocessing
- accurate classification
- instance selection
- automatic classification
- model selection
- class labels
- machine learning algorithms
- multi task
- pattern classification
- class imbalance
- ensemble classifier
- classification method
- feature ranking
- class separability
- data pre processing
- small samples
- naive bayes
- text categorization