Dimensionality Reduction for Classification.
Frank PlastriaSteven De BruyneEmilio CarrizosaPublished in: ADMA (2008)
Keyphrases
- dimensionality reduction
- feature extraction
- high dimensionality
- pattern recognition
- feature space
- classification algorithm
- machine learning
- decision trees
- classification method
- feature selection
- classification scheme
- feature vectors
- classification accuracy
- preprocessing
- text classification
- support vector machine svm
- high dimensional data
- classification systems
- structure preserving
- class labels
- automatic classification
- decision rules
- classification models
- pattern recognition and machine learning
- kernel learning
- data sets
- image classification
- supervised learning
- high dimensional
- support vector
- image processing
- sparse representation
- benchmark datasets
- machine learning algorithms
- model selection
- feature set
- dimension reduction
- data representation
- computer vision
- learning algorithm
- neural network