Comparison of Embedded and Wrapper Approaches for Feature Selection in Support Vector Machines.
Shinichi YamadaKourosh NeshatianPublished in: PRICAI (2) (2019)
Keyphrases
- feature selection
- support vector
- learning machines
- mutual information
- classification accuracy
- large margin classifiers
- feature space
- feature ranking
- text classification
- feature extraction
- text categorization
- support vector machine
- feature selection algorithms
- high dimensionality
- method for feature selection
- multi class classification
- feature set
- dimensionality reduction
- multi class
- machine learning
- loss function
- black box
- multi task
- feature weighting
- knn
- irrelevant features
- neural network