Daniel@0: Daniel@0: Daniel@0: Daniel@0: Netlab Reference Manual rbferr Daniel@0: Daniel@0: Daniel@0: Daniel@0:

rbferr Daniel@0:

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Daniel@0: Purpose Daniel@0:

Daniel@0: Evaluate error function for RBF network. Daniel@0: Daniel@0:

Daniel@0: Synopsis Daniel@0:

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Daniel@0: e = rbferr(net, x, t)
Daniel@0: [e, edata, eprior] = rbferr(net, x, t)
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Daniel@0: Daniel@0: Daniel@0:

Daniel@0: Description Daniel@0:

Daniel@0: e = rbferr(net, x, t) takes a network data structure net together Daniel@0: with a matrix x of input Daniel@0: vectors and a matrix t of target vectors, and evaluates the Daniel@0: appropriate error function e depending on net.outfn. Daniel@0: Each row of x corresponds to one Daniel@0: input vector and each row of t contains the corresponding target vector. Daniel@0: Daniel@0:

[e, edata, eprior] = rbferr(net, x, t) additionally returns the Daniel@0: data and prior components of the error, assuming a zero mean Gaussian Daniel@0: prior on the weights with inverse variance parameters alpha and Daniel@0: beta taken from the network data structure net. Daniel@0: Daniel@0:

Daniel@0: See Also Daniel@0:

Daniel@0: rbf, rbffwd, rbfgrad, rbfpak, rbftrain, rbfunpak

Daniel@0: Pages: Daniel@0: Index Daniel@0:

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