Selection of Kernel Function for Least Squares Support Vector Machines in Downburst Wind Speed Forecasting.
Zhou LiChunxiang LiPublished in: ISCID (2) (2018)
Keyphrases
- kernel function
- wind speed
- least squares support vector machine
- wind power
- short term
- ls svm
- support vector regression
- support vector
- support vector machine
- kernel methods
- long term
- kernel matrix
- feature space
- input space
- high dimensional
- least squares
- svm classifier
- wind turbine
- statistical learning theory
- kernel learning
- reproducing kernel hilbert space
- prediction model
- feature set
- neural network
- feature vectors
- kernel trick
- multiple kernel learning
- generalization ability
- kernel machines
- support vector machine svm
- power plant
- hyperparameters
- image processing
- feature selection