ArticleOriginal scientific text

Title

A remark on Vapnik-Chervonienkis classes

Authors 1

Affiliations

  1. Institute of Mathematics, University of Warsaw, Banacha 2, 02-097 Warszawa, Poland

Abstract

We show that the family of all lines in the plane which is a VC class of index 2 cannot be obtained in a finite number of steps starting with VC classes of index 1 and applying the operations of intersection and union. This confirms a common belief among specialists and solves a question asked by several authors.

Bibliography

  1. R. M. Dudley, Uniform Central Limit Theorems, Cambridge University Press, to appear.
  2. P. Erdős and G. Szekeres, A combinatorial problem in geometry, Compositio Math. 2 (1939), 463-470.
  3. J. Hoffmann-Jοrgensen, K.-L. Su and R. L. Taylor, The law of large numbers and the Ito-Nisio theorem for vector valued random fields, J. Theoret. Probab. 10 (1997), 145-183.
  4. S. Kwapień, On maximal inequalities for sums of independent random variables, in: XIII Jubileuszowy Zjazd Matematyków Polskich, Referaty, Wydawnictwa PTM, 1994 (in Polish).
  5. M. Ledoux and M. Talagrand, Probability in Banach Spaces, Springer, 1991.
Pages:
93-98
Main language of publication
English
Received
1996-11-05
Accepted
1996-12-02
Published
1997
Exact and natural sciences