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An Electronic Commerce Application of the Bayesian Framework for MLPs: The Effect of Marginalisation and ARD
- Source :
- Neural Computing & Applications. 10:3-11
- Publication Year :
- 2001
- Publisher :
- Springer Science and Business Media LLC, 2001.
-
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.
- Subjects :
- Artificial neural network
business.industry
Computer science
Posterior probability
Machine learning
computer.software_genre
Perceptron
Artificial Intelligence
Multilayer perceptron
The Internet
Relevance (information retrieval)
Bayesian framework
Artificial intelligence
business
computer
Software
Subjects
Details
- ISSN :
- 14333058 and 09410643
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- Neural Computing & Applications
- Accession number :
- edsair.doi...........0f7f16b7264a4b4fa9066872608d9315
- Full Text :
- https://doi.org/10.1007/s005210170012