Biological applications of support vector machines.
Zheng Rong YangPublished in: Briefings Bioinform. (2004)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- kernel function
- molecular biology
- generalization ability
- multi class classification
- classification accuracy
- biological systems
- kernel methods
- databases
- logistic regression
- multi class
- support vector machine
- svm classifier
- biological data
- feature selection
- maximum margin
- loss function
- binary classification
- pairwise
- machine learning
- systems biology
- regulatory networks
- data sets