VC dimension of ellipsoids

Details VC dimension of ellipsoids VC dimension of ellipsoids

2011-09-20

arxiv.org/abs/1109.4347v1

Mathematics

Combinatorics

Scientific paper

We will establish that the VC dimension of the class of d-dimensional
ellipsoids is (d^2+3d)/2, and that maximum likelihood estimate with N-component
d-dimensional Gaussian mixture models induces a geometric class having VC
dimension at least N(d^2+3d)/2.
Keywords: VC dimension; finite dimensional ellipsoid; Gaussian mixture model

Affiliated with

Also associated with

No associations

Rating

VC dimension of ellipsoids does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with VC dimension of ellipsoids, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and VC dimension of ellipsoids will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-147655