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Hybrid Bayesian networks: making the hybrid Bayesian classifier robust to missing training data

✍ Scribed by Nathaniel A. Woody; Steven D. Brown


Book ID
101834398
Publisher
John Wiley and Sons
Year
2003
Tongue
English
Weight
161 KB
Volume
17
Category
Article
ISSN
0886-9383

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This article gives a concise overview of Bayesian sampling for neural networks, and then presents an extensive evaluation on a set of various benchmark classification problems. The main objective is to study the sensitivity of this scheme to changes in the prior distribution of the parameters and hy