Parallel randomized sampling for support vector machine (SVM) and support vector regression (SVR).
Yumao LuVwani P. RoychowdhuryPublished in: Knowl. Inf. Syst. (2008)
Keyphrases
- support vector regression
- support vector machine svm
- support vector machine
- generalization ability
- hybrid model
- svm classifier
- pattern recognition
- knn
- feature extraction
- support vector classification
- k nearest neighbor
- radial basis function
- immune algorithm
- optimal parameters
- back propagation neural network
- random sampling
- artificial neural networks
- response surface methodology
- load forecasting
- electronic equipment
- singular spectrum analysis
- hybrid genetic
- forecasting accuracy
- nonlinear regression
- wavelet neural network
- machine learning
- extreme learning machine
- nearest neighbor