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An Empirical Evaluation of Probability Estimation with Neural Networks

✍ Scribed by Susan W. Palocsay; Scott P. Stevens; Robert G. Brookshire


Book ID
106175819
Publisher
Springer-Verlag
Year
2001
Tongue
English
Weight
69 KB
Volume
10
Category
Article
ISSN
0941-0643

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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