Matrix number of rows reduction to a smaller number of rows.
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I have a matrix for example Nrow, by 6 let us say. The first column has numbers 1 thru n which is less than Nrow.. so some rows have same number in column 1. for example the number 3 may be occurring three times and number 4, 4 times etc. I have to reduce the matrix rows from Nrow to n... the rows which have same column 1 number have to be replace by one row which is is a mean of all rows with same number. for e.g. row with column number 3 could be like this
3, 1, 1, 2, 4, 5, 6
3, 4, 5, 6, 2, 5, 6
3, 2, 3, 5, 6, 3, 7
so we have three rows with same column 1 that is 3. so I replace these three rows with one row; 3, mean of all three rows. So basically i squeeze the Matrix of [Nrow, 6] to a matrix of [n, 6]; How do I do this?
Thanks in advance.
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Majid Farzaneh
2018-5-24
编辑:Majid Farzaneh
2018-5-24
Hi. I'm not completely sure about my understanding. Is this a correct example for your problem???
Input=
3 1 1 2 4 5 6
3 4 5 6 2 5 6
3 2 3 5 6 3 7
Output =
3 2.3333 3.0000 4.3333 4.0000 4.3333 6.3333
Which 2.3333 is mean of 1,4,2 (column 2) and 3.000 is mean of 1,5,3 (column 3) etc.
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Majid Farzaneh
2018-5-24
编辑:Majid Farzaneh
2018-5-24
Use this:
% A is your input matrix and B is squeezed matrix
for i=1:n
idx=find(i==A(:,1));
B(i,:)=mean(A(idx,:),1);
end
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