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matlabmatrix
Febri Dwi Laksono
Febri Dwi Laksono

Reputation: 309

Count number of values in matrix within given range

I have matrix

A=[2 3 4 5 6 7;
   7 6 5 4 3 2]

I want to count how many number of elements have a value greater than 3 and less than 6.

Upvotes: 4

Views: 23653

Answers (5)

Rody Oldenhuis
Rody Oldenhuis

Reputation: 38042

I can think of a few ways: 

count = numel(A( A(:)>3 & A(:)<6 ))      %# (1)

count = length(A( A(:)>3 & A(:)<6 ))     %# (2)

count = nnz( A(:)>3 & A(:)<6 )           %# (3)

count = sum( A(:)>3 & A(:)<6 )           %# (4)

Ac = A(:);
count = numel(A( Ac>3 & Ac<6 ))          %# (5,6,7,8)
%# prevents double expansion
%# similar for length(), nnz(), sum(),
%# in the same order as (1)-(4)

count = numel(A( abs(A-(6+3)/2)<3/2 ))   %# (9,10,11,12)
%# prevents double comparison and & 
%# similar for length(), nnz(), sum()
%# in the same order as (1)-(4)

So, let's test what the fastest way is. Test code: 

A = randi(10, 50);
tic
for ii = 1:1e5

    %# method is inserted here

end
toc

results (best of 5 runs, all in seconds): 

%# ( 1): 2.981446
%# ( 2): 3.006602
%# ( 3): 3.077083
%# ( 4): 2.619057
%# ( 5): 3.011029
%# ( 6): 2.868021
%# ( 7): 3.149641
%# ( 8): 2.457988
%# ( 9): 1.675575
%# (10): 1.675384
%# (11): 2.442607
%# (12): 1.222510

So it seems that count = sum(( abs(A(:)-(6+3)/2)<3/2 )); is the best way to go here.

On a personal note: I did not expect comparison to be slower than arithmetic in Matlab -- does anyone know an explanation for this?

Plus: why is nnz so slow compared to sum? I guess that makes sense now that I know comparison is slower than arithmetic...

Upvotes: 7

Autonomous
Autonomous

Reputation: 9075

length(A(A>3 & A<6))

Upvotes: 3

Ansari
Ansari

Reputation: 8218

flatA = A(:);
count = sum(flatA > 3 & flatA < 6);

Upvotes: 8

Gunther Struyf
Gunther Struyf

Reputation: 11168

Accumarray is made to do these kind of things:

count = accumarray(A(A>3 & A<6),1)

returns

>> count'
ans = 
       0  0  0  2  2

which you can sum:

count = sum(count);

First zeros correspond to number of occurences of 1,2,3 which we ignored.

Or even simpler:

count = sum(A(:)>3 & A(:)<6);

Upvotes: 2

Dmitry Reznik
Dmitry Reznik

Reputation: 6862

You could use matlab for-loop and cycle through the values on your own. Pros is that any function can be specified (>2 & <5 ; >3 & <6; etc.), cons is that it's kind of heavy approach. Here's approximate code:

count = 0;
for i=1:length(A)
  element = A(i);
  if (element > 2 && element < 5) 
    count = count + 1;
  end
end

Upvotes: 0

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