Primal-dual for classification with rejection (PD-CR): a novel method for classification and feature selection - an application in metabolomics studies.
David ChardinOlivier HumbertCaroline BailleuxFanny Burel-VandenbosValerie RigauThierry PourcherMichel BarlaudPublished in: BMC Bioinform. (2021)
Keyphrases
- classification method
- classification accuracy
- feature selection
- method for feature selection
- support vector machine
- support vector machine svm
- feature set
- text classification
- feature extraction
- discriminative features
- support vector
- feature space
- primal dual
- machine learning
- model selection
- feature vectors
- svm classifier
- convergence rate
- feature subset
- semidefinite programming
- interior point methods
- pairwise
- interior point algorithm
- knn
- multiresolution
- redundant features