my code become busy for euclidean distance
1 次查看(过去 30 天)
显示 更早的评论
i write code for euclidean distance in nested for like this:
for rsize=1:tests
for k=1:ts
dis(k,1)= pdist2( testset(rsize,1:57),tmatrix(k,1:57),'euclidean');
end
end
its run time is very long 1-2 hours why? how can i correct this code?
4 个评论
Roger Stafford
2014-2-9
The point I am making, Fatemeh, is that if you actually need the output of 'pdist2' for each possible combination of values of 'rsize' and 'k', it should be possible to quickly extract it in an appropriate manner from that single "maximum" run, rather than having to go through 'pdist2' calls repeatedly. Doing it that way should save a lot of time if you do it right. That "maximum" run contains all the pairs that you will need.
In all this discussion I am assuming that the matrices 'testset' and 'tmatrix' remain unchanged for each computation of 'pdist2', except that different portions of each are used. Is that correct? Otherwise the code you have shown wouldn't make sense.
回答(1 个)
Jan
2014-2-9
Did you pre-allocate the result?
dis = zeros(ts, 1)
By the way, you overwrite the result dis in each iteration over rsize.
pdist2 is vectorized, so try to omit the loops:
dis = pdist2(testset(:, 1:57), tmatrix(:,1:57), 'euclidean');
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 Biotech and Pharmaceutical 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!