The parameters and corresponding to the maximum margin separator are:
Ө0=0 and Ө=(1/sqrt(2)), respectively.
In a two-dimensional space, a Maximal Margin Separator is a hyperplane (in this example, a line) that entirely separates two classes of observations while leaving the largest space between the line and the nearest observation.
The support vectors are the closest observations.
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