A graph approach for fuzzy-rough feature selection.
Jinkun ChenJusheng MiYaojin LinPublished in: Fuzzy Sets Syst. (2020)
Keyphrases
- feature selection
- graph classification
- graph structure
- directed graph
- graph representation
- machine learning
- feature selection algorithms
- high dimensionality
- feature space
- weighted graph
- text categorization
- data sets
- graph theory
- information gain
- bipartite graph
- model selection
- support vector machine
- classification accuracy
- support vector
- unsupervised learning
- dependency graph
- connected components
- random walk
- text classification
- mutual information
- dimensionality reduction
- graph mining
- graph theoretic
- irrelevant features
- graph clustering
- method for feature selection
- classification models
- gene expression data
- structured data
- feature set
- neural network