Necessary and sufficient conditions for high-dimensional salient feature subset recovery.
Vincent Y. F. TanMatthew J. JohnsonAlan S. WillskyPublished in: ISIT (2010)
Keyphrases
- sufficient conditions
- feature subset
- high dimensional
- feature subset selection
- feature space
- feature selection
- classification accuracy
- selection algorithm
- low dimensional
- feature set
- high dimensionality
- dimensionality reduction
- genetic algorithm ga
- feature selection algorithms
- microarray data
- asymptotic stability
- feature ranking
- selecting features
- exponential stability
- kernel parameters
- selected features
- svm classifier
- nearest neighbor
- linear systems
- optimization method
- kernel function
- data points
- equilibrium point
- neural network
- kernel methods
- high dimensional data
- machine learning