What does fidelity mean?
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Can some body explain the following formula?
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/155231/image.png)
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Walter Roberson
2016 年 2 月 17 日
%mu says whether the E values bear the same relationship to each other that the M values do
mu(i,j) = sign( E(D(i)) - E(D(j)) ) == sign( M(D(i)) - M(D(j)) )
However, we do not have enough information about the meaning of E or M to fully optimize the computation. I suspect it might be possible to do all of the comparisons at the same time over an array, zero the diagonal, sum the result, divide by n*(n-1), multiply by 100 -- the 2 would cancel in such an implementation, I think.
mu = sign(bsxfun(@minus, E(:), E(:).')) == sign(bsxfun(@minus, M(:), M(:).'));
n = size(mu,1);
mu(1:n+1:end) = 0; %zero diagonal
F = 100 * sum(mu(:)) / (n*(n+1));
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Walter Roberson
2016 年 2 月 17 日
Well theoretical explanations are not suitable topics for MATLAB Answers, which is about MATLAB, so here you get an implementation or you get your question closed as being off topic.
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