Feature Selection for Classification Using an Ant System Approach.
Nadia Abd-AlsabourPublished in: DIPES/BICC (2010)
Keyphrases
- feature selection
- classification accuracy
- feature space
- classification models
- support vector machine
- text classification
- feature set
- feature selection algorithms
- feature extraction
- high dimensionality
- text categorization
- accurate classification
- support vector
- decision trees
- machine learning
- discriminative features
- method for feature selection
- pattern recognition
- irrelevant features
- web page classification
- information gain
- dimension reduction
- classification method
- svm classifier
- feature subset
- naive bayes
- class separability
- feature vectors
- feature subset selection
- unsupervised feature selection
- conditional mutual information
- neural network
- redundant features
- classification performances
- bayes classifier
- class imbalance
- multi task
- classification algorithm
- support vector machine svm
- mutual information
- supervised learning
- multi class
- training set