Cancer Classification by Gene Subset Selection from Microarray Dataset.
Asit Kumar DasSoumen Kumar PatiHsien-Hung HuangChi-Ken ChenPublished in: J. Univers. Comput. Sci. (2018)
Keyphrases
- subset selection
- cancer classification
- microarray datasets
- feature selection
- gene selection
- informative genes
- relevant genes
- microarray
- microarray data
- microarray gene expression data
- gene expression data
- cancer diagnosis
- gene expression
- gene expression profiles
- gene expression datasets
- random forest
- dna microarray
- feature ranking
- high dimensionality
- microarray analysis
- high throughput
- gene sets
- text categorization
- feature space
- support vector
- machine learning
- experimental conditions
- feature set
- classification accuracy
- feature selection algorithms
- dimensionality reduction
- support vector machine
- knn
- data analysis
- neural network
- text classification
- genome wide
- biological data