Question
This question involves the concept of VC dimension in machine learning. What is the VC dimension, , of a threshold in ? The target function
This question involves the concept of VC dimension in machine learning.
What is the VC dimension, 
, of a threshold 
in 
? The target function is specified by 
if 
and 
if 
. Prove your answer.
Note that to prove the classifier cannot shatter 
data points, it is not required to show all the configurations and you only need to show this happens in one reasonable configuration.
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Advances In Databases 28th British National Conference On Databases Bncod 28 Manchester Uk July 2011 Revised Selected Papers Lncs 7051
Authors: Alvaro A.A. Fernandes ,Alasdair J.G. Gray ,Khalid Belhajjame
2011th Edition
3642245765, 978-3642245763
