Deep gene selection method to select genes from microarray datasets for cancer classification.
Russul AlanniJingyu HouHasseeb AzzawiYong XiangPublished in: BMC Bioinform. (2019)
Keyphrases
- gene selection
- cancer classification
- microarray data
- microarray datasets
- microarray
- gene expression data
- microarray analysis
- cancer diagnosis
- gene expression profiles
- support vector machine svm
- gene expression
- feature selection
- microarray gene expression data
- relevant genes
- support vector machine
- random forest
- gene expression datasets
- dna microarray
- informative genes
- gene sets
- feature ranking
- machine learning methods
- data sets
- high dimensional
- biologically relevant
- selected genes
- high dimensionality
- input data
- gene expression analysis
- biological data
- high throughput
- text classification
- classification accuracy
- decision trees