Classifier Utility Visualization by Distance-Preserving Projection of High Dimensional Performance D.
Nathalie JapkowiczPritika SanghiPeter E. TischerPublished in: ISAIM (2008)
Keyphrases
- high dimensional
- feature space
- training samples
- low dimensional
- distance measure
- distance function
- data visualization
- euclidean distance
- similarity search
- classifier systems
- small sample
- intra class
- classification process
- utility function
- decision trees
- learning algorithm
- high dimensional data
- data points
- data analysis
- multidimensional scaling
- support vector
- nearest neighbour
- multi dimensional
- distance transform
- training data
- metric space
- feature selection
- visualization tools
- sparse data
- similarity measure
- variable selection
- dimension reduction
- high dimensionality
- classification method
- support vector machine
- dimensionality reduction
- feature set