Direct Kernel Perceptron (DKP): Ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation.
Manuel Fernández DelgadoEva CernadasSenén BarroJorge RibeiroJosé NevesPublished in: Neural Networks (2014)
Keyphrases
- closed form
- support vector
- feature space
- kernel function
- neural network
- extreme learning machines
- kernel methods
- iterative procedure
- multiple kernel learning
- feature vectors
- kernel matrix
- hyperparameters
- cross validation
- learning algorithm
- support vector machine
- model selection
- markov random field
- wavelet transform
- multi class
- special case
- multiresolution
- artificial neural networks
- high dimensional
- multiscale