Husmeier, D. and Taylor, J.G. (1997) Modelling conditional probabilities with committees of RVFL networks. In: Gerstner, W., Germond, A., Hasler, M. and Nicoud, J.D. (eds.) Proceedings of the 7th International Conference on Artificial Neural Networks. Series: Lecture notes in computer science (1327). Springer: Berlin, Germany, pp. 1053-1058. ISBN 9783540636311
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Abstract
. Training neural networks for predicting conditional probabilities can be accelerated considerably by the incorporation of the Random Vector Functional Link (RVFL) concept. This al lows the creation of a large committee of predictors, which was found to lead to a significant improvement of the generalisation performance.
| Item Type: | Book Sections |
|---|---|
| Status: | Published |
| Glasgow Author(s) Enlighten ID: | Husmeier, Professor Dirk |
| Authors: | Husmeier, D., and Taylor, J.G. |
| College/School: | College of Science and Engineering > School of Mathematics and Statistics > Statistics |
| Publisher: | Springer |
| ISBN: | 9783540636311 |
| Related URLs: |
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