Reduced Support Vector Machines: A Statistical Theory.
Yuh-Jye LeeSu-Yun HuangPublished in: IEEE Trans. Neural Networks (2007)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- information theory
- statistical analysis
- general theory
- statistical information
- data driven
- theoretical framework
- data sets
- soft margin
- statistical models
- logistic regression
- computational model
- training set
- feature selection
- information theoretic
- hyperplane
- generalization ability
- theoretical basis
- training data
- decision function
- genetic algorithm
- real time
- structural risk minimization