A Filter Approach Based on Binary Integer Programming for Feature Selection.
Bui Thi Mai AnhDuong Viet AnhBui Quoc TrungPublished in: RIVF (2022)
Keyphrases
- feature selection
- preprocessing step
- binary integer programming
- wrapper method
- classification accuracy
- feature set
- text classification
- text categorization
- mutual information
- high dimensionality
- feature extraction
- irrelevant features
- feature ranking
- feature selection algorithms
- naive bayes
- knn
- model selection
- microarray data
- feature space
- selected features
- image filtering
- support vector
- sequential forward
- redundant features
- nonlinear filters
- feature vectors
- feature weighting
- wavelet transform
- denoising
- multi task
- feature subset
- gene expression data