A new decision criterion for feature selection application to the classification of non destructive testing signatures.
Latifa OukhellouPatrice AkninHervé StoppigliaGérard DreyfusPublished in: EUSIPCO (1998)
Keyphrases
- feature selection
- classification accuracy
- text classification
- feature extraction
- support vector machine
- classification method
- support vector
- pattern recognition
- classification models
- feature set
- high dimensionality
- text categorization
- classification scheme
- selected features
- discriminative features
- irrelevant features
- web page classification
- feature space
- neural network
- bayes classifier
- information gain
- feature selection and classification
- method for feature selection
- mutual information
- multi class
- machine learning
- pattern classification
- classification algorithm
- training samples
- model selection
- image classification
- feature subset selection
- feature ranking
- accurate classification
- knn
- feature vectors
- feature reduction
- classification performances
- preprocessing