The role of dimensionality reduction in linear classification.
Weiran WangMiguel Á. Carreira-PerpiñánPublished in: CoRR (2014)
Keyphrases
- linear classification
- dimensionality reduction
- linear classifiers
- document classification
- principal components
- maximum margin
- feature extraction
- principal component analysis
- feature selection
- high dimensional data
- pattern recognition
- high dimensional
- multi class
- data sets
- image classification
- learning algorithm
- machine learning