Find least frequent value in an array

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Hello,
Let's say I have an array:
H = [1 1 2 2 3 3 4 5 5 5]
and if I use mode(H) I would get 5 since it's the most frequent, but can I do the opposite and find the least frequent? i.e. 4 in this case
  1 个评论
Dyuman Joshi
Dyuman Joshi 2023-9-27
What if there are two (or more) values which occur the least frequent?
For e.g.
H = [1 2 3 1 2 2 3 4 3 3 5 3 5 6]
Here, 4 and 6 occur only once. What should be the output in here and in such cases?

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回答(3 个)

Steven Lord
Steven Lord 2023-9-27
H = [1 1 2 2 3 3 4 5 5 5 6]
H = 1×11
1 1 2 2 3 3 4 5 5 5 6
[counts, values] = histcounts(H, [unique(H) Inf])
counts = 1×6
2 2 2 1 3 1
values = 1×7
1 2 3 4 5 6 Inf
allMinimumCountsLocations = counts == min(counts)
allMinimumCountsLocations = 1×6 logical array
0 0 0 1 0 1
values(allMinimumCountsLocations)
ans = 1×2
4 6
I added Inf at the end of the list of unique values so that the last bin contained only the last value from unique(H) rather than the last two. If I had omitted it, the last bin would have contained both 5 and 6 (both of the last two edges) rather than just 6. This is not a bug; see the description of the edges input argument or the BinEdges name-value argument on the histcounts documentation page.
[counts, values, bins] = histcounts(H, unique(H))
counts = 1×5
2 2 2 1 4
values = 1×6
1 2 3 4 5 6
bins = 1×11
1 1 2 2 3 3 4 5 5 5 5
valuesInLastBin = H(bins==max(bins))
valuesInLastBin = 1×4
5 5 5 6

Voss
Voss 2023-9-27
编辑:Voss 2023-9-27
H = [1 1 2 2 3 3 4 5 5 5];
[uu,ii] = unique(sort(H(:)));
[~,idx] = min(diff([ii; numel(H)+1]));
result = uu(idx)
result = 4
% another example:
H = randi(5,10,10)
H = 10×10
1 5 4 1 3 3 3 5 2 3 2 1 5 1 2 3 2 1 2 4 2 3 5 5 4 5 2 5 3 2 1 1 1 2 4 5 5 2 1 1 1 3 2 5 2 3 2 5 4 3 2 3 3 5 2 4 2 4 3 2 5 2 4 1 1 2 5 5 4 1 1 4 4 1 1 3 1 4 2 3 2 3 5 2 4 3 4 4 3 2 4 1 4 3 1 2 1 1 4 5
for i = 1:5
fprintf('%d appears %d times\n',i,nnz(H == i))
end
1 appears 22 times 2 appears 24 times 3 appears 19 times 4 appears 18 times 5 appears 17 times
[uu,ii] = unique(sort(H(:)));
[~,idx] = min(diff([ii; numel(H)+1]));
result = uu(idx)
result = 5
  1 个评论
Voss
Voss 2023-9-27
Note that in case more than one element of H appears the least often, this method returns the lowest valued one, just like mode() does with the most frequently appearing value.
H = [2 2 3 3 4 5 5 5 0 1 1 1];
mode(H) % returns 1, not 5
ans = 1
[uu,ii] = unique(sort(H(:)));
[~,idx] = min(diff([ii; numel(H)+1]));
result = uu(idx) % returns 0, not 4
result = 0
But you can modify it:
[uu,ii] = unique(sort(H(:)));
d = diff([ii; numel(H)+1]);
result = uu(d == min(d)) % returns 0 and 4
result = 2×1
0 4
And you can use a similar approach to get multiple most-frequent elements in case there are more than one:
[uu,ii] = unique(sort(H(:)));
d = diff([ii; numel(H)+1]);
result = uu(d == max(d)) % returns 1 and 5
result = 2×1
1 5

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Star Strider
Star Strider 2023-9-27
编辑:Star Strider 2023-9-27
One approach —
H = [1 1 2 2 3 3 4 5 5 5];
[Hu,~,uidx] = unique(H, 'stable');
[Out,idx] = min(accumarray(uidx,(1:numel(uidx)).', [], @(x)numel(H(x))));
Result = Hu(idx)
Result = 4
EDIT — (27 Sep 2023 at 17:02)
Addressing Dyuman Joshi’s Comment, my code changes to —
H = [1 2 3 1 2 2 3 4 3 3 5 3 5 6];
[Hu,~,uidx] = unique(H, 'stable');
Out = accumarray(uidx,(1:numel(uidx)).', [], @(x)numel(H(x)));
Result = Hu(find(Out == min(Out)))
Result = 1×2
4 6
.

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