Neural Computing & Applications
Volume 10, Number 1, 3-11, DOI: 10.1007/s005210170012

An Electronic Commerce Application of the Bayesian Framework for MLPs: The Effect of Marginalisation and ARD

A. Vellido and P.J.G. Lisboa

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Abstract

Automatic Relevance Determination (ARD), with multiple regularisation terms. A real-world classification problem, concerning the discrimination of online purchasers and non-purchasers using Internet’s WWW users’ opinions, is the test-bed for this assessment.

Keywords:Automatic relevance determination; Bayesian framework; Electronic commerce; Marginalisation; Multi-layer perceptron; Reject option

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