A Dilemma in Assessing Stability of Feature Selection Algorithms.
Salem AlelyaniZheng ZhaoHuan LiuPublished in: HPCC (2011)
Keyphrases
- feature selection algorithms
- stability of feature selection
- feature selection
- data sets
- selection algorithm
- feature subset
- variance reduction
- feature ranking
- svm rfe
- feature set
- learning models
- support vector machine
- higher order
- knn
- multi objective
- reverse engineering
- artificial neural networks
- small sample size
- feature space
- learning algorithm