Measuring stability of feature ranking techniques: a noise-based approach.
Wilker AltidorTaghi M. KhoshgoftaarAmri NapolitanoPublished in: Int. J. Bus. Intell. Data Min. (2012)
Keyphrases
- feature ranking
- feature selection
- stability of feature selection
- support vector machine
- high dimensionality
- random forest
- gene selection
- multi layer perceptron
- feature subset selection
- missing data
- data sets
- classification models
- high dimensional
- feature space
- text categorization
- feature subset
- similarity measure
- machine learning