Robustness of Filter-Based Feature Ranking: A Case Study.
Wilker AltidorTaghi M. KhoshgoftaarJason Van HulsePublished in: FLAIRS Conference (2011)
Keyphrases
- feature ranking
- feature selection
- support vector machine
- feature subset selection
- stability of feature selection
- support vector
- high dimensionality
- missing values
- classification models
- random forest
- machine learning
- text categorization
- fold cross validation
- data sets
- active learning
- feature selection algorithms
- multi layer perceptron
- evolutionary algorithm
- feature space