Hybrid Filter-Wrapper with a Specialized Random Multi-Parent Crossover Operator for Gene Selection and Classification Problems.
Edmundo Bonilla HuertaBéatrice DuvalJosé Crispín Hernández HernándezJin-Kao HaoRoberto Morales-CaporalPublished in: ICIC (3) (2011)
Keyphrases
- wrapper method
- gene selection
- feature selection
- microarray data
- microarray
- cancer classification
- support vector machine
- feature ranking
- gene expression
- microarray classification
- cancer detection
- biologically relevant
- gene expression data
- gene expression profiles
- cancer diagnosis
- dna microarray
- ovarian cancer
- dna microarray data
- survival prediction
- tumor classification
- microarray data analysis
- wilcoxon rank sum
- support vector machine svm
- small number of samples
- computer vision
- classification accuracy
- high throughput