Support Vector Machines for Knowledge Discovery.
Shinsuke SugayaEinoshin SuzukiShusaku TsumotoPublished in: PKDD (1999)
Keyphrases
- knowledge discovery
- support vector
- learning machines
- large margin classifiers
- data mining
- data analysis
- support vector machine
- association rules
- formal concept analysis
- kernel function
- databases
- discovering knowledge
- conceptual clustering
- multi class
- feature selection
- machine learning
- classification accuracy
- logistic regression
- data mining and knowledge discovery
- support vector regression
- generalization ability
- data mining techniques
- knowledge discovery in databases
- conceptual design
- knowledge discovery and data mining
- feature vectors
- data mining applications
- web mining
- training examples
- radial basis function
- linear discriminant analysis
- concept lattice
- generalization error
- outlier detection
- data mining algorithms
- cross validation
- high dimensional
- svm classifier
- decision function
- decision support
- data sets