Ensemble Gene Selection Versus Single Gene Selection: Which Is Better?
Randall WaldTaghi M. KhoshgoftaarDavid J. DittmanPublished in: FLAIRS Conference (2013)
Keyphrases
- gene selection
- ensemble feature selection
- microarray data
- survival prediction
- microarray
- gene expression data
- feature ranking
- cancer classification
- feature selection
- dna microarray
- cancer diagnosis
- cancer detection
- tumor classification
- gene expression profiles
- microarray classification
- biologically relevant
- gene expression
- wilcoxon rank sum
- microarray data analysis
- support vector machine svm
- ovarian cancer
- microarray analysis
- high throughput
- colon cancer
- data mining
- machine learning methods
- decision trees
- learning algorithm
- neural network
- gene ontology
- random forest
- ensemble methods
- small number of samples
- support vector machine
- k means
- training data