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Topic: chi squared kernel equation
Replies: 1   Last Post: Jan 14, 2014 6:28 PM

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amira ali

Posts: 160
Registered: 5/15/11
Re: chi squared kernel equation
Posted: Jan 14, 2014 6:28 PM
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"amira ali" wrote in message <lb3arv$g52$1@newscl01ah.mathworks.com>...
> please i have two equation for chi square kernel and i want to know which one is correct ,where one without exp and another with exp?
> first one is :
> K(x, y) =1-D
> D=sum[(xi-yi)^2./((1/2)x+y)] and implementation is
> function D = chi2Kernel(X,Y)
> D = zeros(size(X,1),size(Y,1));
> for i=1:size(Y,1)
> d = bsxfun(@minus, X, Y(i,:));
> s = bsxfun(@plus, X, Y(i,:));
> D(:,i) = sum(d.^2 ./ (s/2+eps), 2);
> end
> D = 1 - D;
> end
> second one is K(xi; xj) = -1/A exp(D(xi; xj));

there are any help?

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