A Feature Selection Based on Relevance and Redundancy.
Yonghe LuWenqiu LiuYanfeng LiPublished in: J. Comput. (2015)
Keyphrases
- feature selection
- minimum redundancy
- feature relevance
- feature selection algorithms
- information retrieval
- text classification
- text categorization
- machine learning
- support vector machine
- information gain
- multi class
- dimensionality reduction
- mutual information
- model selection
- information content
- feature space
- classification models
- unsupervised feature selection
- relevance ranking
- small sample
- selected features
- support vector
- feature subset
- high dimensionality
- unsupervised learning
- knn
- microarray data
- irrelevant features
- bayesian networks
- forward selection
- method for feature selection
- support vector classification
- conditional mutual information