array to matrix transformation with size[ length of array , largest element in array]
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I have an array [1 1 2 3 1 2 1 ] I want to generate a matrix of size [7x3] as length of array is 7 and maximum element is 3. for example the output look like this
A=[1 0 0
1 0 0
0 1 0
0 0 1
1 0 0
0 1 0
1 0 0]
showing that the 1st element of array assigns 1 to the corresponding column in A. for example the 1st element is 1 so row 1 and column 1 gets value 1, the 3rd element is 2 so row 3 column 2 gets value 1 and so on. Is there any way to do so? I tried diag[array] but it gives a 7x7 matrix
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Image Analyst
2017년 1월 8일
Did you try the obvious brute force way:
array = [1 1 2 3 1 2 1 ]
lengthA = length(array)
maxA = max(array)
A = zeros(lengthA, maxA)
for k = 1 : lengthA
A(k, array(k)) = 1;
end
A % Report to the command window
Steven Lord
2017년 1월 8일
If you want this to be a full array, use accumarray. If the number of rows and/or columns is expected to be large consider using sparse.
% Full
cols = [1 1 2 3 1 2 1 ];
cols = cols(:);
rows = (1:length(cols)).';
A = accumarray([rows, cols], 1)
% Sparse
cols = [1 1 2 3 1 2 1 ];
S = sparse(1:length(cols), cols, 1)
isequal(A, full(S))
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