An Artificial Immune System for Classification With Local Feature Selection.
Grzegorz DudekPublished in: IEEE Trans. Evol. Comput. (2012)
Keyphrases
- feature selection
- classification accuracy
- text classification
- classification models
- support vector
- machine learning
- feature space
- feature extraction
- feature selection algorithms
- support vector machine
- feature vectors
- model selection
- feature subset selection
- web page classification
- classification method
- text categorization
- method for feature selection
- pattern recognition
- unsupervised learning
- decision trees
- accurate classification
- feature set
- high dimensionality
- mutual information
- bayes classifier
- classification rate
- classification scheme
- preprocessing
- training set
- pattern classification
- dimension reduction
- svm classifier
- naive bayes
- feature selection and classification
- redundant features
- data pre processing
- irrelevant attributes
- support vector classification
- unsupervised feature selection
- markov blanket
- feature reduction
- terms of classification accuracy
- bayesian classifier
- artificial immune system
- automatic classification
- classification algorithm
- class labels
- learning algorithm