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Regularisation of RBF-networks with the Bayesian evidence scheme

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01020301.822.22.4No regularisation

Training time− Log likelihood

01020301.822.22.4

Training time− Log likelihood

01020301.822.22.4

Training time− Log likelihood01020301.822.22.4Evidence scheme

− Log likelihood

Training time

01020301.822.22.4

Training time− Log likelihood

01020301.822.22.4

Training time− Log likelihood22.533.522.533.5

No regularisationRegularisation with Bayesian evidenceNegative log likelihood, class 1

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No regularisationRegularisation with Bayesian evidenceClassification error