LRpath: a logistic regression approach for identifying enriched biological groups in gene expression data.
Maureen A. SartorGeorge D. LeikaufMario MedvedovicPublished in: Bioinform. (2009)
Keyphrases
- logistic regression
- gene expression data
- gene expression analysis
- gene expression data analysis
- regulatory networks
- analysis of gene expression data
- gene expression
- microarray
- dna microarray
- gene expression patterns
- biological information
- microarray data
- decision trees
- logistic regression models
- biological processes
- molecular biology
- feature selection
- support vector
- high dimensionality
- data sets
- gene regulatory networks
- breast cancer
- gene selection
- loss function
- high dimensional data
- naive bayes
- high dimensional
- gene expression profiles
- gene networks
- chi square
- experimental conditions
- fold cross validation
- gene ontology terms
- biclustering algorithms
- biological data
- biological systems
- feature space