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Vapnik–Chervonenkis dimension
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Mathematics
Fields of mathematics
Algebra
Abstract algebra
Dimension
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The Vapnik–Chervonenkis (
VC) dimension
is
a
fundamental
concept
in
statistical learning theory
and is used to
measure
the capacity or expressiveness of
a
class of
functions
(or
models)
. Specifically, it quantifies how well
a
set
of
functions
can fit or "shatter"
a
set
of points in
a
given
space
.
Ancestors
(6)
Dimension
Abstract algebra
Algebra
Fields of mathematics
Mathematics
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