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Improving the generalisation of the N-tuple classifier using the effective VC dimension

โœ Scribed by Bradshaw, N.P.; Aleksander, I.


Book ID
120836109
Publisher
The Institution of Electrical Engineers
Year
1996
Tongue
English
Weight
272 KB
Volume
32
Category
Article
ISSN
0013-5194

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A number of theoretical approaches related to the n-tuple classification system are reviewed including Kanerva's SDM, the n-tuple regression network, the Hamming distance framework and likelihood estimation. The limitations of these methods are pointed out and resemblances that exist between them ar