Rule extraction algorithm from support vector machines and its application to credit screening.
Chao-Ton SuYan-Cheng ChenPublished in: Soft Comput. (2012)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- logistic regression
- generalization ability
- kernel function
- credit scoring
- classification accuracy
- cross validation
- svm classifier
- multi class
- support vector machine
- maximum margin
- loss function
- drug discovery
- support vectors
- generalization bounds
- decision function
- multi class classification
- radial basis function
- machine intelligence
- binary classification
- support vector regression
- neural network
- kernel methods
- image analysis
- feature selection