Feature Selection Stability Assessment Based on the Jensen-Shannon Divergence.
Roberto Guzmán-MartínezRocío Alaíz-RodríguezPublished in: ECML/PKDD (1) (2011)
Keyphrases
- jensen shannon divergence
- feature selection
- information theory
- mutual information
- information theoretic
- jensen shannon
- text categorization
- machine learning
- selection criterion
- feature selection algorithms
- support vector machine
- classification accuracy
- support vector
- high dimensionality
- text classification
- model selection
- unsupervised learning
- dimensionality reduction
- feature extraction
- learning tasks
- similarity measure
- feature space
- feature set
- stability of feature selection