Sparse SVM for Sufficient Data Reduction.
Shenglong ZhouPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)
Keyphrases
- data reduction
- feature selection
- data compression
- support vector
- support vector machine svm
- support vector machine
- classification accuracy
- knn
- preprocessing
- multi class
- data mining
- classification rules
- knowledge discovery
- data analysis
- instance selection
- rough set theory
- singular value decomposition
- model selection
- feature vectors
- representative subset
- feature space
- high dimensionality
- k nearest neighbor
- high dimensional
- classification algorithm
- dimensionality reduction
- training data
- feature extraction
- clustering algorithm
- text categorization
- text classification
- data sets
- principal component analysis
- expert systems