Boosting for Tumor Classification with Gene Expression Data.
Marcel DettlingPeter BühlmannPublished in: Bioinform. (2003)
Keyphrases
- tumor classification
- gene expression data
- feature selection
- microarray
- gene selection
- gene expression
- gene expression profiles
- microarray data
- gene expression analysis
- data sets
- cancer classification
- multi step
- high dimensionality
- analysis of gene expression data
- high dimensional data
- gene regulatory networks
- learning algorithm
- gene expression data analysis
- ensemble methods
- combining multiple
- high dimensional
- gene expression patterns
- cancer diagnosis
- dna microarray
- database
- high throughput
- neural network
- machine learning
- support vector
- experimental conditions
- boosting algorithms
- dimensionality reduction