Enhancing Random Forests Performance in Microarray Data Classification.
Nicoletta DessìGabriele MiliaBarbara PesPublished in: AIME (2013)
Keyphrases
- random forests
- microarray data classification
- discriminant analysis
- ensemble learning
- random forest
- gene selection
- ensemble methods
- cancer diagnosis
- decision trees
- microarray data
- logistic regression
- machine learning algorithms
- cancer classification
- decision tree ensembles
- tree ensembles
- prediction accuracy
- microarray datasets
- regression forests
- randomized trees
- microarray
- gene expression data
- address these issues
- data mining
- face recognition
- artificial neural networks
- active learning
- feature set
- text classification
- neural network
- gene expression