An experimental comparison of gene selection by Lasso and Dantzig selector for cancer classification.
Songfeng ZhengWeixiang LiuPublished in: Comput. Biol. Medicine (2011)
Keyphrases
- cancer classification
- gene selection
- feature selection
- microarray data
- microarray
- cancer diagnosis
- gene expression data
- dna microarray
- gene expression profiles
- colon cancer
- relevant genes
- microarray gene expression data
- gene expression
- gene expression datasets
- model selection
- informative genes
- biologically relevant
- knn
- k nearest neighbor
- microarray datasets
- data sets
- microarray analysis
- support vector machine
- random forest
- support vector machine svm
- classification accuracy
- neural network
- machine learning
- feature space
- gene ontology
- machine learning methods
- logistic regression