Survival Prediction and Gene Identification with Penalized Global AUC Maximization.
Zhenqiu LiuRonald B. GartenhausXue-wen ChenCharles D. HowellMing TanPublished in: J. Comput. Biol. (2009)
Keyphrases
- survival prediction
- gene expression
- gene selection
- model selection
- microarray
- receiver operating characteristic
- microarray data
- lung cancer
- classification accuracy
- decision trees
- association rules
- roc curve
- logistic regression
- proportional hazards model
- gene expression data
- least squares
- gene regulatory networks
- error rate
- data sets
- high dimensional data
- text classification
- support vector
- similarity measure
- feature selection
- learning algorithm