PUBLICATIONS

Bounding sample size with the Vapnik-Chervonenkis dimension

Authors
John Shawe-Taylor,
Martin Anthony,
NL Biggs,
Publication date
1993
Publisher
North-Holland
Total citations
Cited by 76
Description
A proof that a concept class is learnable provided the Vapnik—Chervonenkis dimension is finite is given. The proof is more explicit than previous proofs and introduces two new parameters which allow bounds on the sample size obtained to be improved by a factor of approximately 4 log2(e).
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