A Stable Instance Based Filter for Feature Selection in Small Sample Size Data Sets.
Afef Ben BrahimMohamed LimamPublished in: ADMA (2014)
Keyphrases
- small sample size
- feature selection
- microarray data
- data sets
- high dimensionality
- high dimensional data
- feature selection algorithms
- knn
- gene expression data
- sample size
- dimensionality reduction
- microarray
- sample space
- gene selection
- wrapper method
- linear discriminant analysis
- high dimensional
- feature space
- dimension reduction
- classification accuracy
- face recognition
- k nearest neighbor
- feature set
- machine learning
- feature extraction
- support vector machine
- feature subset
- support vector
- discriminative features
- null space
- dna microarray
- real world
- model selection
- cluster analysis
- low dimensional
- nearest neighbor
- data points
- training data