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Which condition must be satised for the total sum of the SVM loss functions, a 21' My 31-} = Z: max [[1, 1 y.- f{$i}]

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Which condition must be satised for the total sum of the SVM loss functions, a 21' My\" 31-} = Z: max [[1, 1 y.- f{$i}] , to be exactly zero: , (3 each data point must he on the correct side of the separating hyperplane {i_e. all y=1 on the side where fix} 1 Ci and all y=-1 on the other side], and all the points must also be outside of the margin. ID each data point must he on the correct side of the separating hyperplane {i.e. all y=1 on the side where fix} 1 Cl and all y=-1 on the other side], but a few points can be inside the margin [for as long as they are on the correct side that is!]I. D A limited number of the data points [controlled lay the para meter C] can he on the wrong side of the hyperplane andr'or inside the margin (3 when data points lie on the separating hyperplane

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