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Dividing a Matrix into submatrices according to a specific column value

8 vues (au cours des 30 derniers jours)
Hi all!
So I have a very big matrix (10000x6 elements) with all my data and one of the columns contains the group that each set of data belongs (from 1 to 500). How would it be possible to seperate them with into individual matrices with the use of the group number?
Thank you in advance.

Réponse acceptée

rakbar
rakbar le 10 Jan 2019
Use MATLAB findgroup and splitapply functions. Here is an example:
https://www.mathworks.com/help/matlab/ref/splitapply.html#bux2_9d
% create a random matrix 10 x 4
A = rand(10,4);
% the 5th column is the "Gourp" column
A(:,5) = [ 1 1 2 2 3 3 4 4 5 5 ];
% Find the "Grouping" vector
G = findgroups(A(:,5));
% function to return gourped sum matrix
func = @(x){(x)};
% return each submatrix (cell array)
Y = splitapply(func,A,G);

Plus de réponses (1)

Akira Agata
Akira Agata le 10 Jan 2019
The following is an another way that is easy to understand intuitively:
% create a random matrix 10 x 4
A = rand(10,4);
% the 5th column is the "Gourp" column
A(:,5) = [ 1 1 2 2 3 3 4 4 5 5 ];
% Find unique values
ID = unique(A(:,5));
% Separate the matrix
Y = cell(size(ID));
for kk = 1:numel(ID)
idx = A(:,5) == ID(kk);
Y{kk} = A(idx,:);
end

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