Filter/Wrapper Methods for Gene Selection and Classification of Microarray Dataset.
Norreddine MekourReda Mohamed HamouAbdelmalek AminePublished in: Int. J. Softw. Innov. (2019)
Keyphrases
- microarray datasets
- gene selection
- wrapper method
- feature selection
- microarray data
- microarray
- feature ranking
- machine learning methods
- informative genes
- cancer classification
- microarray data analysis
- gene expression
- dna microarray
- relevant genes
- ovarian cancer
- cancer diagnosis
- gene expression data
- support vector
- dna microarray data
- gene expression profiles
- support vector machine svm
- feature subset
- tumor classification
- pattern recognition
- high dimensionality
- microarray analysis
- unsupervised learning
- classification accuracy
- wilcoxon rank sum