Evolving Feature Selection.
Huan LiuEdward R. DoughertyJennifer G. DyKari TorkkolaEugene TuvHanchuan PengChris H. Q. DingFuhui LongMichael E. BerensLance ParsonsZheng ZhaoLei YuGeorge FormanPublished in: IEEE Intell. Syst. (2005)
Keyphrases
- feature selection
- text categorization
- machine learning
- text classification
- mutual information
- irrelevant features
- feature selection algorithms
- high dimensionality
- microarray classification
- data sets
- feature set
- feature space
- small sample
- multi class
- unsupervised learning
- classification accuracy
- classification models
- information gain
- support vector
- feature extraction
- method for feature selection
- discriminative features
- forward selection
- support vector classification
- conditional mutual information
- databases