Memory-Based Classification with Dynamic Feature Selection Using Self-Organizing Maps for Pattern Evaluation.
Christos PateritsasAndreas StafylopatisPublished in: Int. J. Artif. Intell. Tools (2007)
Keyphrases
- feature selection
- classification accuracy
- feature space
- text classification
- support vector machine
- support vector
- classification models
- machine learning
- feature subset selection
- feature extraction
- model selection
- feature selection algorithms
- supervised learning
- small sample
- feature vectors
- dimension reduction
- support vector machine svm
- feature set
- feature selection and classification
- pattern representation
- accurate classification
- irrelevant features
- feature ranking
- web page classification
- automatic classification
- redundant features
- high dimensionality
- classification method
- neural network
- mutual information
- method for feature selection
- pattern recognition
- discriminative features
- class separability
- select relevant features
- support vector classification
- classification rate
- learning algorithm
- feature weighting
- training set
- small samples
- memory based learning
- fold cross validation
- multi class
- dynamic environments
- bayes classifier
- pattern matching
- gene expression
- classification algorithm