Improving the Biological Relevance of Biclustering for Microarray Data in Using Ensemble Methods.
Blaise HanczarMohamed NadifPublished in: DEXA Workshops (2011)
Keyphrases
- microarray data
- ensemble methods
- biological data
- biologically meaningful
- microarray
- gene expression data
- gene expression analysis
- gene expression patterns
- prediction accuracy
- gene sets
- random forests
- gene expression
- benchmark datasets
- gene selection
- decision trees
- base classifiers
- data sets
- dna microarray
- machine learning methods
- random forest
- ensemble learning
- high dimensional
- microarray data analysis
- gene expression data analysis
- cluster analysis
- feature selection
- biological processes
- microarray datasets
- gene expression profiles
- high throughput
- biological systems
- data mining
- feature subset
- high dimensionality
- gene regulatory networks
- cluster ensemble
- machine learning algorithms
- training set
- pattern recognition
- machine learning