Data Reduction using the Singular Value Decomposition for a Hybrid Classifier.
Rhonda D. PhillipsLayne T. WatsonRandolph H. WynneChristine E. BlinnPublished in: CSC (2007)
Keyphrases
- data reduction
- singular value decomposition
- instance selection
- least squares
- principal component analysis
- singular values
- low rank
- dimensionality reduction
- feature selection
- latent semantic indexing
- feature space
- training data
- feature set
- density estimates
- support vector machine
- learning algorithm
- training samples
- support vector
- data compression
- class labels
- decision trees
- high quality
- preprocessing
- training examples
- input data
- pairwise
- image data
- semi supervised