Grouping rows on the first two columns
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Hello,
I have a nx3 matrix for which I need to a) group cells which have matching values in the first and second columns, b) find the max value in the third column for each of these groups, b) remove the rows that contain the max values
e.g.
Matrix:
13 30 7
13 30 6
13 40 5
13 40 6
12 30 7
12 37 5
Group values on first two columns:
13 40 5
13 40 6
Find max value and remove row from matrix:
13 30 7
13 30 6
13 40 5
12 30 7
12 37 5
This needs to be done for every group. I tried a for loop to iterate through each group, but I'm having trouble grouping rows on the first two columns. My code is currently:
for i =1:nr
% group on first two columns
L = A(:,1)==A(i,1)& A(:,2)==A(i,2);
A2=A(L,:);
%find max value for each
A(i,3)=max(A2(:,3));
end
Does anyone know a better approach?
Risposta accettata
Jos (10584)
il 27 Feb 2018
A = [13 30 7
13 30 6
13 40 5
13 40 6
12 30 7
12 37 5] ;
% engine
[B,~,gi] = unique(A(:,[1 2]),'rows','stable') % unique rows, with grouping index
B(:,3) = accumarray(gi(:), A(:,3), [], @max)
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