Least Squares Support Vector Machines Based on Support Vector Degrees.
Lijuan LiYoufeng LiHongye SuJian ChuPublished in: ICIC (1) (2006)
Keyphrases
- least squares support vector machine
- ls svm
- support vector
- least squares
- cross validation
- support vector machine
- generalization ability
- hyperparameters
- variable selection
- prediction model
- small sample
- svm classifier
- rbf neural network
- input variables
- improved algorithm
- radial basis function
- statistical learning theory
- feature selection
- kernel function
- prior knowledge
- machine learning
- correlation coefficient
- kernel methods
- model selection
- maximum likelihood
- data points
- binary classification
- feature vectors
- artificial neural networks
- decision trees