Classification and Feature Selection by a Self-Organizing Neural Network.
Arnaud RibertEmmanuel StockerAbdel EnnajiYves LecourtierPublished in: IWANN (1) (1999)
Keyphrases
- feature selection
- classification accuracy
- text classification
- machine learning
- classification models
- pattern recognition
- support vector machine
- feature space
- high dimensionality
- feature extraction
- feature set
- discriminative features
- support vector
- text categorization
- feature reduction
- unsupervised learning
- feature selection algorithms
- mutual information
- model selection
- bayes classifier
- classification scheme
- method for feature selection
- microarray datasets
- neural network
- markov blanket
- unsupervised feature selection
- classification performances
- data sets
- classification algorithm
- dimensionality reduction
- feature vectors
- multi class
- terms of classification accuracy
- wrapper feature selection
- feature level fusion
- decision trees
- redundant features
- data pre processing
- training set
- automatic classification
- irrelevant features
- feature ranking
- instance selection
- feature subset selection
- classification method
- dimension reduction
- extracted features