Count number of specific values in matrix
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I have a large matrix, m, and am trying to count the number of a specific value (i.e. How many indexes are of the value 4?)
I tried using
val = sum(m == 4);
but I end up with val being a matrix/vector of numbers. I assume these numbers are from each column and should be added together for the total, so I tried another
num = sum(val == 4);
but then I just end up with another vector/matrix.
How can I do it?
2 个评论
Walter Roberson
2023-10-18
num = sum(val == 0, 'all'); %r2018b or later
num = sum(val(:) == 0); %any version
num = nnz(~val); %any version
采纳的回答
Walter Roberson
2012-5-2
sum(m(:) == 4)
2 个评论
MathWorks Support Team
2020-9-2
An alternative syntax available in R2018b or later is sum(m==4,'all'). But for this simple problem colonizing the input with m(:) is likely to be faster.
更多回答(6 个)
Kye Taylor
2012-5-2
Try this:
numberOfNonZeros = nnz(m==4);
Using nnz is more efficient than converting logicals to numeric, which is required to apply sum()
1 个评论
Walter Roberson
2019-8-22
编辑:Walter Roberson
2019-8-22
In the test I just did, the timings of sum() vs nnz() could not consistently tell the two cases apart. nnz() might possibly have been slightly faster, but the range of timings showed so much overlap that no real conclusion could be reached. It would make sense that nnz() could be faster, but I can't prove it at the moment. sum() on a large enough array could be dispatched to LAPACK after all.
Sean de Wolski
2012-5-2
This could be done easily with histc() and unique() to get the number of each value:
uv = unique(x);
n = histc(x,uv);
Or with unique() and accumarray():
[uv,~,idx] = unique(x);
n = accumarray(idx(:),1)
2 个评论
Royi Avital
2022-10-10
Pay attention that histcount() won't have the same result as histc() above for this case (Difference at the end).
Walter Roberson
2022-10-11
Royi is correct.
At the time the question was asked, histcounts did not exist.
The newer histcounts is recommended instead of histc()
In the where you pass in the bin edges, then histc() counts values that exactly match the upper limit separately, but histcounts counts them together with the previous bin.
dipanka tanu sarmah
2017-11-11
along with this if you want to count the number of NaN ,(if there any) use nnz(isnan(m))
0 个评论
vimal kumar chawda
2020-5-18
But if we want ot do for NaN and any numeric value in large matrix then ?
ans1=sum(a==5) so at this my value is numerical (which is not same all time) and other is NaN which is common. But i need to count only numerical value at particular value of x.,x2,x3...............x7000 which is on y axis.
-How many times y appear on the at particular value of x?
1 个评论
Walter Roberson
2020-5-18
nnz(isnan(a)) %count nan
For a count of each value, see https://www.mathworks.com/matlabcentral/answers/37196-count-number-of-specific-values-in-matrix#answer_46452
Patrick Benz
2021-4-2
How can I count the values in the second column of an array depending on the values in the column?
I've got an array that looks something like that:
400 0
396 0
392 1
400 0
396 1
400 1
and I want to know how often there is a "1" or a "0" next to a "400" or next to the other values.
I tried it with this way https://de.mathworks.com/matlabcentral/answers/37196-count-number-of-specific-values-in-matrix#answer_46452
but this only gives me the total numbers of "1" and "0" and how often there is a 392 in the first column.
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