Stability of Ensemble Feature Selection on High-Dimension and Low-Sample Size Data - Influence of the Aggregation Method.
David DernoncourtBlaise HanczarJean-Daniel ZuckerPublished in: ICPRAM (2014)
Keyphrases
- high dimension
- sample size
- statistical power
- input data
- prior knowledge
- data sets
- small sample
- high dimensional
- high dimensional data
- learning algorithm
- input space
- optimization method
- training samples
- pairwise
- feature set
- model selection
- upper bound
- support vector machine
- data points
- real valued
- computational complexity
- objective function
- similarity measure
- feature selection