Cancer classification and prediction using logistic regression with Bayesian gene selection.
Xiaobo ZhouKuang-Yu LiuStephen T. C. WongPublished in: J. Biomed. Informatics (2004)
Keyphrases
- logistic regression
- cancer classification
- gene selection
- microarray data
- microarray
- random forest
- decision trees
- chi square
- cancer diagnosis
- gene expression data
- colon cancer
- support vector
- feature selection
- dna microarray
- gene expression
- loss function
- relevant genes
- gene expression profiles
- feature ranking
- informative genes
- fold cross validation
- prediction accuracy
- naive bayes
- support vector machine svm
- bayesian networks
- breast cancer
- microarray datasets
- support vector machine
- input data
- high dimensional data