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Learning from Data

Exercise 8.8

Answers

(a): In Figure 8.5, there are total 23 points with 5 support vectors, so the bound is $E_{CV} (SV M) \leq \frac{5}{23}$
(b): If one of the four support vectors in a gray box are removed, it doesn’t change the classifier. The classifier still has the maximum margin among all candidates.
(c): The bound is now $\frac{4}{23}$

niuers

2021-12-08 10:08

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