Feature selection for DNA methylation based cancer classification.
Fabian ModelPéter AdorjánAlexander OlekChristian PiepenbrockPublished in: ISMB (Supplement of Bioinformatics) (2001)
Keyphrases
- cancer classification
- microarray technology
- feature selection
- colon cancer
- microarray data
- microarray
- gene selection
- cancer diagnosis
- gene expression data
- gene expression profiling
- random forest
- gene expression profiles
- gene expression
- high throughput
- high dimensionality
- dna microarray
- text classification
- mutual information
- feature set
- support vector machine
- experimental conditions
- data sets
- classification accuracy
- microarray datasets
- dna sequences
- text categorization
- feature selection algorithms
- multi class
- feature space
- gene ontology
- nearest neighbor
- image classification
- machine learning
- data mining