Variable Selection from Random Forests: Application to Gene Expression Data.
Ramón Díaz-UriartePublished in: Spanish Bioinformatics Conference (2004)
Keyphrases
- variable selection
- random forests
- gene expression data
- gene expression
- microarray
- random forest
- high dimensional
- gene expression microarray data
- cross validation
- high dimensional data
- microarray data
- high dimensionality
- data sets
- decision trees
- feature selection
- gene regulatory networks
- logistic regression
- dimension reduction
- machine learning algorithms
- model selection
- training data
- gene expression profiles
- data mining
- database