Evaluation of Class Binarization and Feature Selection in Tear Film Classification using TOPSIS.
Rebeca MéndezBeatriz RemeseiroDiego Peteiro-BarralManuel G. PenedoPublished in: ICAART (Revised Selected Papers) (2013)
Keyphrases
- multiple classes
- multi class
- feature selection
- multi class classification
- multiclass classification
- support vector machine
- feature set
- feature extraction
- preprocessing
- classification accuracy
- discriminative features
- supervised learning
- dimensionality reduction
- model selection
- classification models
- machine learning
- support vector
- text classification
- feature selection algorithms
- redundant features
- class separability
- linear svm
- binary classification problems
- feature space
- knn
- mutual information
- image classification
- feature subset
- high dimensionality
- classification method
- naive bayes
- text categorization
- unsupervised learning