PLS and SVD based penalized logistic regression for cancer classification using microarray data.
Li ShenEng Chong TanPublished in: APBC (2005)
Keyphrases
- logistic regression
- cancer classification
- microarray data
- loss function
- gene selection
- microarray
- cancer diagnosis
- gene expression data
- gene expression
- microarray gene expression data
- support vector
- decision trees
- data sets
- chi square
- informative genes
- feature selection
- colon cancer
- high dimensional
- microarray datasets
- naive bayes
- gene expression profiles
- breast cancer
- cluster analysis
- pairwise
- model selection
- variable selection
- nearest neighbor
- fold cross validation
- pattern recognition
- machine learning
- neural network