Statistical Properties and Adaptive Tuning of Support Vector Machines.
Yi LinGrace WahbaHao ZhangYoonkyung LeePublished in: Mach. Learn. (2002)
Keyphrases
- support vector
- large margin classifiers
- logistic regression
- data driven
- learning machines
- statistical distribution
- loss function
- cross validation
- information systems
- kernel function
- statistical approaches
- structural properties
- statistical models
- statistical measures
- decision function
- statistical information
- generalization ability
- parameter settings
- information theoretic
- database
- statistical analysis
- knn
- information retrieval
- neural network