LS-SVM forecast model of precipitation and runoff based on EMD.
Zhihong DingJianwei ZhangGuoquan XiePublished in: ICNC (2010)
Keyphrases
- ls svm
- solar radiation
- prediction model
- least squares support vector machine
- water consumption
- least squares
- distance measure
- variable selection
- cross validation
- support vector machine
- regression model
- neural network
- generalization ability
- support vector
- correlation coefficient
- test set
- decision trees
- input variables
- bp neural network
- parameter estimation
- improved algorithm
- dimensionality reduction
- rbf neural network
- support vector machine svm
- radial basis function
- svm classifier
- machine learning