Classification error as a measure of gene relevance in cancer diagnosis.
Rosalia MagliettaAnnarita D'AddabboAda PiepoliFrancesco PerriSabino LiuniGraziano PesoleNicola AnconaPublished in: IJCNN (2006)
Keyphrases
- classification error
- cancer diagnosis
- microarray
- cancer classification
- gene expression data
- gene selection
- decision rules
- gene expression profiles
- training set
- gene expression
- class labels
- lung cancer
- microarray data
- training samples
- generalization error
- similarity measure
- data sets
- base classifiers
- gene ontology
- estimation error
- decision trees
- image processing
- supervised learning
- pattern recognition
- feature selection