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On the combination of supervised and unsupervised learning

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  • Intrator, Nathan

Abstract

The bias/variance dilemma is addressed in the context of neural networks. A bias constraint based on prior knowledge about the underlying distribution of the data is discussed as a means for reducing the overall error measure of a classifier.

Suggested Citation

  • Intrator, Nathan, 1993. "On the combination of supervised and unsupervised learning," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 200(1), pages 655-661.
    • Handle: RePEc:eee:phsmap:v:200:y:1993:i:1:p:655-661
    DOI: 10.1016/0378-4371(93)90572-L
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    1. Rohinton Medhora, 1992. "Seigniorage flows in the West African Monetary Union, 1976–89," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 128(3), pages 513-526, September.
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    1. Medhora, Rohinton, 1995. "The allocation of seigniorage in the Franc Zone: The BEAC and BCEAO regions compared," World Development, Elsevier, vol. 23(10), pages 1781-1793, October.

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