A Parameter Choosing Method of SVR for Time Series Prediction.
Shukuan LinShaomin ZhangJianzhong QiaoHualei LiuGe YuPublished in: ICYCS (2008)
Keyphrases
- high precision
- pairwise
- experimental evaluation
- data sets
- preprocessing
- dynamic programming
- support vector machine svm
- synthetic data
- support vector machine
- model selection
- parameter estimation
- linear model
- support vector regression
- prediction model
- basis functions
- segmentation method
- optimization algorithm
- segmentation algorithm
- classification accuracy
- support vector
- similarity measure