LESS: A Model-Based Classifier for Sparse Subspaces.
Cor J. VeenmanDavid M. J. TaxPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2005)
Keyphrases
- high dimensional
- feature space
- feature selection
- training data
- decision trees
- compressive sensing
- low rank representation
- classification process
- sparse coding
- high dimensional data
- low dimensional
- avoid overfitting
- classification method
- classification scheme
- classifier systems
- feature set
- training set
- classification rate
- support vector
- sparse data
- multiple classifiers
- learning algorithm
- high dimensional feature spaces
- basis vectors
- high dimensional feature space
- nearest neighbor classifier
- canonical correlation analysis
- feature extraction
- svm classifier
- multi class
- training examples
- training samples
- dimensionality reduction