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21 lines
441 B
Mathematica
21 lines
441 B
Mathematica
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function C = GetConstraints(y, num_constraints, l, u)
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% C = GetConstraints(y, num_constraints, l, u)
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%
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% Get ITML constraint matrix from true labels. See ItmlAlg.m for
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% description of the constraint matrix format
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m = length(y);
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C = zeros(num_constraints, 4);
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for (k=1:num_constraints),
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i = ceil(rand * m);
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j = ceil(rand * m);
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if (y(i) == y(j)),
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C(k,:) = [i j 1 l];
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else
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C(k,:) = [i j -1 u];
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end
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end
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