Gene selection using 1-norm regularization for multi-class microarray data.
Xiaofei NanNan WangPing GongChaoyang ZhangYixin ChenDawn WilkinsPublished in: BIBM (2010)
Keyphrases
- multi class
- gene selection
- microarray data
- feature selection
- microarray
- cancer classification
- gene expression
- support vector machine
- gene expression data
- data sets
- high dimensional
- biological data
- cost sensitive
- cluster analysis
- binary classification
- pairwise
- machine learning
- multi task
- support vector machine svm
- text classification
- dimensionality reduction
- binary classifiers
- learning algorithm
- high dimensionality
- feature space
- k means
- data mining
- boosting algorithms