Prediction of Business Failure by Total Margin Support Vector Machines.
Yeboon YunMin YoonHirotaka NakayamaWataru ShirakiPublished in: KES (2004)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- maximum margin
- failure prediction
- prediction accuracy
- soft margin
- logistic regression
- business models
- kernel function
- support vector machine
- business processes
- binary classification
- success or failure
- decision making
- multi class
- classification accuracy
- business process
- data mining
- electronic commerce
- prediction algorithm
- radial basis function
- decision function
- multi class classification
- competitive advantage
- generalization ability
- real world
- hyperplane
- prediction model
- data quality
- cross validation
- loss function
- training examples
- cloud computing
- information systems
- kernel methods
- multiple kernel learning
- business intelligence
- feature selection
- data sets
- margin maximization