Selecting min value per row unless min value is repeated in another row.
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Hi, I have a matrix of values shown below. I want to keep the lower value in each row, unless that lower value is repeated in another row of the matrix. For the matrix shown below, the retained values should be 7, 9, 14, 22, 24, 27, 29, 35, 30, 34, 38, and 44. My first thought was the unique function, but that then prevents me from selecting the min value per row. Thanks in advance for the help.
A = [1 2
1 3
2 3
5 6
3 7
2 8
3 8
8 9
5 10
6 10
10 12
11 13
12 15
11 16
13 16
15 20
14 21
22 28
24 31
20 32
27 33
29 34
32 35
30 36
34 42
38 43
40 48
40 49
48 49
44 50];
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Stephen23
2020년 1월 24일
편집: Stephen23
2020년 1월 24일
Set the duplicate values to Inf/NaN, take the minimum of each row, then remove the Inf/NaN values:
>> A = [1,2;1,3;2,3;5,6;3,7;2,8;3,8;8,9;5,10;6,10;10,12;11,13;12,15;11,16;13,16;15,20;14,21;22,28;24,31;20,32;27,33;29,34;32,35;30,36;34,42;38,43;40,48;40,49;48,49;44,50];
>> U = unique(A(:));
>> A(ismember(A,U(histc(A(:),U)>1))) = Inf; % duplicate values -> Inf.
>> V = min(A,[],2);
>> V = V(isfinite(V)) % remove Inf.
V =
7
9
14
22
24
27
29
35
30
42
38
44
This differs from your example output (which contains 34 instead of 42, even though 34 occurs twice).
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Stephen23
2020년 1월 25일
편집: Stephen23
2020년 1월 25일
Reading the histc and histcounts documentation it is clear that unfortunately histcounts treats the right edge of the last bin very differently to histc, namely:
- histc: "The last bin consists of the scalar value equal to last value in binranges."
- histcounts: "The last bin also includes the right bin edge..."
So the solution is to define the last bin's right edge as not equal to any of your data, e.g. Inf:
>> A = [1,2;1,3;2,3;5,6;3,7;2,8;3,8;8,9;5,10;6,50;50,12]
A =
1 2
1 3
2 3
5 6
3 7
2 8
3 8
8 9
5 10
6 50
50 12
>> U = [unique(A(:));Inf]; % force last bin to only include last unique value
>> A(ismember(A,U(histcounts(A(:),U)>1))) = NaN; % duplicate values -> NaN.
>> V = min(A,[],2);
>> V = V(isfinite(V)) % remove NaN.
V =
7
9
10
12
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