Integrating biological knowledge and gene expression data using pathway-guided random forests: a benchmarking study.
Stephan SeifertSven GundlachOlaf JungeSilke SzymczakLuigi MartelliPublished in: Bioinform. (2020)
Keyphrases
- gene expression data
- random forests
- gene expression
- biological knowledge
- microarray
- random forest
- gene regulatory networks
- data sets
- high dimensionality
- dimensionality reduction
- microarray data
- ensemble methods
- biological information
- machine learning algorithms
- feature selection
- benchmark datasets
- bayesian inference
- reverse engineering
- high dimensional data
- gene expression analysis
- learning algorithm