Multi-TGDR, a multi-class regularization method, identifies the metabolic profiles of hepatocellular carcinoma and cirrhosis infected with hepatitis B or hepatitis C virus.
Suyan TianHoward H. ChangChi WangJing JiangXiaomei WangJunqi NiuPublished in: BMC Bioinform. (2014)
Keyphrases
- multi class
- regularization method
- hepatitis c virus
- image restoration
- regularization methods
- regularization parameter
- support vector machine
- pairwise
- cost sensitive
- inverse problems
- feature selection
- multi class classification
- multi class classifier
- multiple classes
- partial differential equations
- data sets
- base classifiers
- similarity measure