A Novel Adaptive Penalized Logistic Regression for Uncovering Biomarker Associated with Anti-Cancer Drug Sensitivity.
Heewon ParkYuichi ShiraishiSeiya ImotoSatoru MiyanoPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2017)
Keyphrases
- logistic regression
- breast cancer
- loss function
- outcome prediction
- credit scoring
- decision trees
- logistic regression models
- predictive power
- support vector
- lung cancer
- odds ratio
- chi square
- naive bayes
- least squares
- linear support vector machines
- maximum likelihood
- logistic model
- drug discovery
- linear svm
- disease progression
- classification and regression trees
- pairwise
- classification trees
- support vector machine
- machine learning