An additive sparse logistic regularization method for cancer classification in microarray data.
Vijay GollamandalaLavanya KampaPublished in: Int. Arab J. Inf. Technol. (2021)
Keyphrases
- microarray data
- cancer classification
- regularization method
- gene selection
- high dimensional
- microarray
- gene expression data
- cancer diagnosis
- microarray gene expression data
- gene expression
- gene expression profiles
- informative genes
- data sets
- feature selection
- colon cancer
- microarray datasets
- logistic regression
- cluster analysis
- high throughput
- gene sets
- analysis of gene expression
- low dimensional
- random forest
- dna microarray
- microarray analysis
- dimensionality reduction
- gene expression analysis
- high dimensionality
- model selection