Accurate validation of GCV-based regularization parameter for extreme learning machine.
Shraddha M. NaikRavi Prasad K. JagannathPublished in: ICACCI (2017)
Keyphrases
- regularization parameter
- extreme learning machine
- generalized cross validation
- image restoration
- cross validation
- support vector regression
- noise variance
- hyperparameters
- neural network
- feed forward neural networks
- feedforward neural networks
- single layer
- gaussian processes
- blur identification
- variable selection
- hidden nodes
- point spread function
- gaussian process
- closed form
- high quality
- data sets
- image segmentation
- decision trees
- back propagation
- noise level