Question: True or False? If False, then explain shortly. [10 points] (a) The inequality G(F,n) holds for any model class F . (b) The VC dimension
True or False? If False, then explain shortly.\ [10 points]\ (a) The inequality
G(F,n) holds for any model class
F.\ (b) The VC dimension of an axis-aligned rectangle in a
2D space is 4.\ (c) The VC dimension of a circle in a
2D space is 4.\ (d) The VC dimension of 1-nearest neighbor classifier in
d-dimensional space is
d+1.\ (e) Let
d be the VC dimension of
F. Then the inequality
G(F,n) always holds.
![True or False? If False, then explain shortly.\ [10 points]\ (a)](https://dsd5zvtm8ll6.cloudfront.net/si.experts.images/questions/2024/09/66f313613d66b_24066f31360ba387.jpg)
8. True or False? If False, then explain shortly. (a) The inequality G(F,n)n2 holds for any model class F. (b) The VC dimension of an axis-aligned rectangle in a 2D space is 4. (c) The VC dimension of a circle in a 2D space is 4. (d) The VC dimension of 1-nearest neighbor classifier in d-dimensional space is d+1. (e) Let d be the VC dimension of F. Then the inequality G(F,n)(den)d always holds
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