Fuzzy-rough feature selection based on λ-partition differentiation entropy.
Qian SunYanpeng QuAnsheng DengLongzhi YangPublished in: ICNC-FSKD (2017)
Keyphrases
- feature selection
- mutual information
- machine learning
- information gain
- information theory
- information theoretic
- text categorization
- feature selection algorithms
- feature set
- text classification
- partitioning algorithm
- classification accuracy
- high dimensionality
- selected features
- unsupervised learning
- multi class
- support vector
- dimensionality reduction
- conditional mutual information
- method for feature selection
- irrelevant features
- information entropy
- discriminative features
- feature subset
- data sets
- model selection
- feature vectors
- gene selection
- active learning
- support vector machine
- information content
- small sample
- unsupervised feature selection
- information retrieval
- fuzzy entropy
- feature selection and classification
- microarray classification