Nets Versus Trees for Feature Ranking and Gene Network Inference.
Nicolas VecovenJean-Michel BegonAntonio SuteraPierre GeurtsVân Anh Huynh-ThuPublished in: DS (2020)
Keyphrases
- feature ranking
- gene networks
- microarray
- gene selection
- feature selection
- gene expression data
- microarray data
- high dimensionality
- decision trees
- gene regulatory networks
- feature subset selection
- random forest
- support vector machine
- microarray datasets
- bayesian networks
- text categorization
- gene expression
- feature subset
- machine learning
- gene expression profiles
- bayesian inference
- ensemble learning
- classification models
- neural network model
- fold cross validation
- high throughput