Parallel feature selection based on the trace ratio criterion.
Thu NguyenThanh Nhan PhanVan Nhuong NguyenThanh-Binh NguyenPål HalvorsenMichael RieglerPublished in: CoRR (2022)
Keyphrases
- feature selection
- supervised feature selection
- multi class
- text classification
- support vector
- class separability
- unsupervised feature selection
- mutual information
- machine learning
- selecting relevant features
- selection criterion
- parallel processing
- text categorization
- feature space
- feature selection algorithms
- support vector machine
- classification models
- shared memory
- redundant features
- selected features
- discriminative features
- data sets
- unsupervised learning
- feature selection and classification
- evolutionary algorithm
- knn
- optimization criterion
- parallel programming
- massively parallel
- gene selection
- feature subset
- feature set
- naive bayes