Parameter Sensitivity of Support Vector Regression and Neural Networks for Forecasting.
Sven F. CroneStefan LessmannSwantje PietschPublished in: DMIN (2006)
Keyphrases
- support vector regression
- neural network
- optimal parameters
- back propagation neural network
- extreme learning machine
- artificial neural network models
- forecasting model
- hybrid model
- forecasting accuracy
- regression model
- support vector
- kernel function
- artificial neural networks
- response surface methodology
- support vector classification
- support vector machine svm
- fuzzy logic
- pattern recognition
- hybrid genetic
- load forecasting
- financial time series forecasting
- neural network model
- back propagation
- wavelet neural network
- neural nets
- multilayer perceptron
- data sets
- multi layer
- recurrent neural networks
- grid search
- long term
- multiscale
- face recognition
- genetic algorithm