Comparison of feature selection and classification combinations for cancer classification using microarray data.
Vijayan VinayaNadeem BulsaraChetan J. GadgilMugdha GadgilPublished in: Int. J. Bioinform. Res. Appl. (2009)
Keyphrases
- microarray data
- cancer classification
- feature selection and classification
- feature selection
- gene selection
- microarray
- gene expression data
- high dimensionality
- microarray gene expression data
- cancer diagnosis
- gene expression
- informative genes
- gene expression profiles
- high dimensional
- data sets
- random forest
- colon cancer
- dna microarray
- cluster analysis
- analysis of gene expression
- microarray datasets
- selected features
- high throughput
- gene sets
- feature extraction
- text categorization
- feature space
- text classification
- feature set
- selected genes
- classification accuracy