Optimized Kernel Machine for Cancer Classification Using Gene Expression Data.
Huilin XiongXue-wen ChenPublished in: CIBCB (2005)
Keyphrases
- cancer classification
- gene expression data
- microarray
- gene expression profiling
- gene expression
- gene selection
- microarray data
- microarray gene expression data
- cancer diagnosis
- gene expression datasets
- gene expression profiles
- colon cancer
- data sets
- cancer datasets
- gene regulatory networks
- gene expression analysis
- feature selection
- high dimensionality
- high dimensional data
- high throughput
- dna microarray
- microarray datasets
- random forest
- tissue samples
- machine learning
- informative genes
- model selection
- gene expression patterns
- experimental conditions
- feature extraction
- high dimensional
- principal component analysis
- k nearest neighbor