Gene Ranking from Microarray Data for Cancer Classification-A Machine Learning Approach.
Roberto RuizBeatriz PontesRaúl GiráldezJesús S. Aguilar-RuizPublished in: KES (2) (2006)
Keyphrases
- cancer classification
- microarray data
- gene selection
- microarray
- gene expression
- gene expression data
- informative genes
- relevant genes
- microarray gene expression data
- cancer diagnosis
- gene networks
- colon cancer
- gene expression profiles
- feature ranking
- feature selection
- gene clusters
- microarray datasets
- gene expression datasets
- data sets
- random forest
- biological data
- cancer datasets
- high throughput
- gene sets
- dna microarray
- microarray technology
- high dimensional
- microarray analysis
- selected genes
- analysis of gene expression
- gene expression patterns
- gene expression analysis
- expression patterns
- molecular biology
- cluster analysis
- high dimensionality
- regulatory networks
- biologically relevant
- experimental conditions
- logistic regression
- feature set
- machine learning
- data mining