Bayesian ensemble methods for survival prediction in gene expression data.
Vinícius BonatoVeerabhadran BaladandayuthapaniBradley M. BroomErik P. SulmanKenneth D. AldapeKim-Anh DoPublished in: Bioinform. (2011)
Keyphrases
- ensemble methods
- survival prediction
- gene expression data
- gene expression
- gene selection
- microarray
- prediction accuracy
- microarray data
- random forests
- machine learning methods
- benchmark datasets
- decision trees
- ensemble learning
- random forest
- dna microarray
- gene expression analysis
- gene expression data analysis
- base classifiers
- gene regulatory networks
- high dimensionality
- gene expression profiles
- bayesian networks
- bayesian inference
- gene expression datasets
- feature selection
- high throughput
- high dimensional
- analysis of gene expression data
- data sets
- cluster ensemble
- high dimensional data
- gene expression profiling
- machine learning algorithms
- support vector machine