Quote:
Originally Posted by galo
Why is the "+1" in the answer? I thought it would be only d since there are d dimensions in the data.
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The bias

is part of the QP problem, although it is not part of the objective

. This is because

is part of the constraints, and its value affects the values of the

variables in the constraints, hence it affects the objective through these variables.