On the Use of Variable Complementarity for Feature Selection in Cancer Classification.
Patrick E. MeyerGianluca BontempiPublished in: EvoWorkshops (2006)
Keyphrases
- cancer classification
- feature selection
- gene selection
- gene expression data
- microarray data
- random forest
- microarray
- cancer diagnosis
- gene expression profiling
- gene expression profiles
- colon cancer
- microarray datasets
- text categorization
- gene expression
- dna microarray
- high dimensionality
- feature set
- mutual information
- information gain
- feature extraction
- text classification
- experimental conditions
- knn
- data analysis
- selected features
- classification accuracy
- pattern recognition
- similarity measure
- fuzzy clustering
- naive bayes
- machine learning