Generalization enhancement of support vector regression in electric load forecasting with model selection.
Malek SarhaniAbdellatif El AfiaPublished in: LOPAL (2018)
Keyphrases
- model selection
- support vector regression
- regression model
- forecasting model
- learning machines
- cross validation
- generalization bounds
- hyperparameters
- support vector
- parameter estimation
- hybrid model
- sample size
- machine learning
- feature selection
- motion segmentation
- kernel learning
- selection criterion
- variable selection
- support vector machine svm
- generalization error
- support vector machine
- model selection criteria
- data sets
- prediction model
- kernel function
- image processing
- statistical inference
- high dimensional
- feature extraction
- gaussian process
- short term
- least squares
- data mining