Comparison of feature selection methods for multiclass cancer classification based on microarray data.
Xiaobo LiSihua PengXiaosi ZhanJinxiang ZhangYueming XuPublished in: BMEI (2011)
Keyphrases
- multi class
- microarray data
- cancer classification
- gene selection
- feature selection
- microarray
- gene expression data
- microarray gene expression data
- cancer diagnosis
- informative genes
- gene expression profiles
- support vector machine
- gene expression
- data sets
- cost sensitive
- pairwise
- random forest
- microarray datasets
- cluster analysis
- gene sets
- colon cancer
- analysis of gene expression
- high throughput
- dna microarray
- binary classifiers
- high dimensional
- feature space
- multi task
- base classifiers
- text classification
- neural network