Self-representation graph feature selection method for classification.
Yonghua ZhuZhengyou LiangXingyi LiuKe SunPublished in: Multim. Syst. (2017)
Keyphrases
- feature selection
- classification method
- classification accuracy
- method for feature selection
- feature set
- classification process
- support vector machine
- graph representation
- preprocessing
- support vector machine svm
- discriminative features
- cross validation
- unsupervised learning
- model selection
- mutual information
- feature extraction
- support vector
- data pre processing
- conditional mutual information
- vector representation
- feature ranking
- bayesian classifier
- dimension reduction
- machine learning methods
- classification algorithm
- training samples
- pattern recognition
- pattern classification
- weighted graph
- feature representation
- high dimensionality
- machine learning
- bayes classifier
- class labels
- informative features
- unsupervised feature selection
- feature space