Analysis of feature selection stability on high dimension and small sample data.
David DernoncourtBlaise HanczarJean-Daniel ZuckerPublished in: Comput. Stat. Data Anal. (2014)
Keyphrases
- small sample
- high dimension
- data analysis
- feature selection
- image data
- data sets
- data points
- sample size
- pattern recognition
- semi supervised
- high dimensional data
- high dimensionality
- training data
- decision trees
- feature space
- classification accuracy
- nearest neighbor
- closed form
- feature selection algorithms
- image processing