Interval Regression Analysis with Soft-Margin Reduced Support Vector Machine.
Chia-Hui HuangHan-Ying KaoPublished in: IEA/AIE (2009)
Keyphrases
- soft margin
- regression analysis
- support vector machine
- interval valued data
- generalization ability
- parameter selection
- support vector
- regression model
- factor analysis
- linear regression models
- multi class
- boosting algorithms
- perceptron algorithm
- machine learning
- class conditional
- svm classifier
- support vector machine svm
- binary classification
- support vectors
- feature vectors
- hyperplane
- generalization error
- training data
- neural network
- cross validation
- feature selection
- image processing
- linearly separable
- least squares
- model selection
- kernel function
- bp neural network