Differential gene expression detection and sample classification using penalized linear regression models.
Baolin WuPublished in: Bioinform. (2006)
Keyphrases
- gene expression
- microarray
- gene expression profiles
- colon cancer
- gene expression data
- microarray data
- gene expression analysis
- dna microarray
- gene selection
- linear regression models
- gene expression patterns
- classification accuracy
- feature selection
- cancer classification
- feature extraction
- least squares
- support vector
- classification models
- neural network
- feature space
- high dimensionality
- decision trees
- machine learning algorithms
- machine learning
- statistical analysis
- classification rules
- gene ontology
- model selection
- decision rules
- support vector machine svm