A Naïve Support Vector Regression Benchmark for the NN3 Forecasting Competition.
Sven F. CroneSwantje PietschPublished in: IJCNN (2007)
Keyphrases
- support vector regression
- response surface methodology
- bayes classifiers
- bayesian classifiers
- bayes classifier
- neural network
- forecasting accuracy
- forecasting model
- regression model
- support vector
- knn
- kernel function
- nearest neighbor
- hybrid model
- support vector machine
- support vector machine svm
- artificial neural network models
- text classification
- extreme learning machine
- hybrid genetic
- logistic regression
- mackey glass
- back propagation neural network
- pattern recognition
- back propagation
- bayesian classifier
- load forecasting
- wavelet frame
- support vector classification
- artificial neural networks
- financial time series forecasting
- multi layer
- multilayer perceptron
- feed forward
- neural network model
- radial basis function
- k nearest neighbor
- model selection
- fuzzy logic