Multi-criteria Evaluation of Class Binarization and Feature Selection in Tear Film Lipid Layer Classification.
Rebeca MéndezBeatriz RemeseiroDiego Peteiro-BarralManuel G. PenedoPublished in: ICAART (2) (2013)
Keyphrases
- multi criteria
- feature selection
- classification accuracy
- support vector
- classification models
- class separability
- decision analysis
- multiple criteria
- class labels
- machine learning
- pattern recognition
- text classification
- imprecise information
- decision makers
- support vector machine
- feature set
- feature extraction
- discriminative features
- multiple criteria decision making
- multi criteria optimization
- multi objective
- feature space
- decision trees
- group decision making
- feature subset
- feature selection algorithms
- decision aid
- image processing
- evaluation method
- objective function
- evaluation model
- artificial intelligence
- training set
- analytic hierarchy process
- probability distribution
- data sets
- data mining
- fuzzy topsis
- selecting features
- rough approximations
- decision making
- similarity measure
- data analysis
- incomplete information
- artificial neural networks