A Comprehensive Comparison on Evolutionary Feature Selection Approaches to Classification.
Bing XueMengjie ZhangWill N. BrownePublished in: Int. J. Comput. Intell. Appl. (2015)
Keyphrases
- feature selection
- classification accuracy
- text classification
- feature selection algorithms
- classification models
- machine learning
- support vector
- feature set
- feature extraction
- discriminative features
- machine learning algorithms
- mutual information
- genetic algorithm
- feature subset
- support vector machine svm
- image classification
- feature vectors
- pattern recognition
- feature space
- accurate classification
- web page classification
- supervised and unsupervised learning
- feature subset selection
- method for feature selection
- dimensionality reduction
- preprocessing
- high dimensionality
- machine learning methods
- class labels
- support vector machine
- neural networks and support vector machines
- support vector classification
- conditional mutual information
- supervised learning tasks
- feature weighting
- binary classification problems
- bayes classifier
- instance selection
- decision trees
- text classifiers
- training set
- multi class
- semi supervised