Feature selection with redundancy-complementariness dispersion.
Zhijun ChenChaozhong WuYishi ZhangZhen HuangBin RanMing ZhongNengchao LyuPublished in: Knowl. Based Syst. (2015)
Keyphrases
- feature selection
- text categorization
- feature extraction
- feature space
- mutual information
- feature subset
- text classification
- classification models
- information gain
- selected features
- microarray data
- feature selection algorithms
- discriminative features
- irrelevant features
- forward selection
- multi task
- machine learning
- small sample
- bayes classifier
- high dimensionality
- multi class
- support vector
- neural network
- gene expression data
- feature set
- dimensionality reduction
- knn
- feature ranking
- active learning
- case study
- informative features
- unsupervised feature selection
- conditional mutual information
- redundancy reduction