Regularized logistic regression with network-based pairwise interaction for biomarker identification in breast cancer.
Meng-Yun WuXiao-Fei ZhangDao-Qing DaiLe Ou-YangYuan ZhuHong YanPublished in: BMC Bioinform. (2016)
Keyphrases
- logistic regression
- breast cancer
- pairwise
- loss function
- outcome prediction
- diagnosis of breast cancer
- disease progression
- decision trees
- support vector
- chi square
- logistic regression models
- naive bayes
- survival analysis
- least squares
- fold cross validation
- similarity measure
- markov random field
- knowledge discovery
- decision support system
- breast cancer patients
- data sets