Statistical dependence measure for feature selection in microarray datasets.
Verónica Bolón-CanedoSohan SethNoelia Sánchez-MaroñoAmparo Alonso-BetanzosJosé C. PríncipePublished in: ESANN (2011)
Keyphrases
- microarray datasets
- feature selection
- statistical dependence
- mutual information
- microarray data
- gene expression
- microarray
- gene expression data
- feature ranking
- gene selection
- high dimensionality
- similarity measure
- text classification
- selected features
- machine learning
- text categorization
- feature set
- dimensionality reduction
- feature extraction
- distance measure
- data mining
- classification accuracy
- support vector
- feature subset selection
- knn
- feature space
- random forest
- pattern recognition
- reproducing kernel hilbert space
- computer vision