7.4 ( ) www Show that the value of the margin for the maximum-margin hyperplane is...

7.4 ( ) www Show that the value ρ of the margin for the maximum-margin hyperplane is given by 1

ρ2 =

N n=1 an (7.123)

where {an} are given by maximizing (7.10) subject to the constraints (7.11) and

(7.12).