Identification of Yeast Transcriptional Regulation Networks Using Multivariate Random Forests.
Yuanyuan XiaoMark R. SegalPublished in: PLoS Comput. Biol. (2009)
Keyphrases
- random forests
- signaling pathways
- random forest
- transcriptional regulation
- saccharomyces cerevisiae
- biological networks
- decision trees
- protein protein interaction networks
- transcription factors
- ensemble methods
- gene expression
- machine learning algorithms
- binding sites
- regulatory networks
- systems biology
- high throughput
- logistic regression
- gene regulatory networks
- complex networks
- cell cycle
- interaction networks
- functional modules
- gene expression data
- microarray
- protein interaction networks
- prediction accuracy
- scale free
- network structure
- gene ontology
- biological data
- data analysis
- naive bayes
- dna sequences
- community structure
- microarray data
- social networks