How can I convert indices into a binary matrix?

Hello all, I have a txt file that includes list of selected items (there are 10 items in total). I am reading the file using "readmatrix". I want to create a binary (logical) matrix as in the example below but I am getting "The subscript vectors must all be of the same size." message. How can I fix it? Thanks for the help.
1,3,5 -> 1,0,1,0,1,0,0,0,0,0
1,2,3,7 -> 1,1,1,0,0,0,1,0,0,0
1,2,6,7,8 -> 1,1,0,0,0,1,1,1,0,0
1,2,3 -> 1,1,1,0,0,0,0,0,0,0
...

1 commentaire

Stephen23
Stephen23 le 18 Fév 2024
@MByk: please upload a sample data file by clicking the paperclip button.

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 Réponse acceptée

Dyuman Joshi
Dyuman Joshi le 18 Fév 2024
Modifié(e) : Dyuman Joshi le 18 Fév 2024
ItemSet = readmatrix('Test.txt','NumHeaderLines',0)
ItemSet = 31×7
1 5 9 10 NaN NaN NaN 1 5 9 10 NaN NaN NaN 1 5 8 9 10 NaN NaN 1 5 7 9 10 NaN NaN 3 5 9 10 NaN NaN NaN 3 5 8 9 10 NaN NaN 3 5 7 9 10 NaN NaN 3 4 5 9 10 NaN NaN 3 4 5 8 9 10 NaN 3 4 5 7 9 10 NaN
tic
s = size(ItemSet);
%corresponding row values
row = repelem((1:s(1)).', 1, s(2))
row = 31×7
1 1 1 1 1 1 1 2 2 2 2 2 2 2 3 3 3 3 3 3 3 4 4 4 4 4 4 4 5 5 5 5 5 5 5 6 6 6 6 6 6 6 7 7 7 7 7 7 7 8 8 8 8 8 8 8 9 9 9 9 9 9 9 10 10 10 10 10 10 10
%maximum value
m = max(ItemSet, [], 'all');
%subscript values
idx = [row(:) ItemSet(:)];
%check for NaN values
k = isnan(idx(:,2));
out = accumarray(idx(~k,:), 1, [s(1) m])
out = 31×10
1 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 1 1 1 1 0 0 0 1 0 1 0 1 1 0 0 1 0 1 0 0 0 1 1 0 0 1 0 1 0 0 1 1 1 0 0 1 0 1 0 1 0 1 1 0 0 1 1 1 0 0 0 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 1 0 1 1
toc
Elapsed time is 0.010489 seconds.

Plus de réponses (1)

Alexander
Alexander le 18 Fév 2024

1 vote

Maybe something like the following?
fid = fopen('Item.txt');
A = [];
while(~feof(fid))
syLine = fgetl(fid);
dyA = zeros(1,10);
syLine = ['[' syLine ']'];
dyLine = eval(syLine);
dyA(dyLine) = 1;
A = [A; dyA];
end
A
fclose(fid)

3 commentaires

"Maybe something like the following?"
But preferably without the evil EVAL. Why do you need it? (hint: you don't)
There are various ways to avoid ugly, evil, inefficient EVAL is this situation, here is just one:
out = nan(0,10);
fid = fopen('Item.txt');
idr = 1;
while ~feof(fid)
idr = idr+1;
idc = [fscanf(fid,'%f');fscanf(fid,',%f')];
out(idr,idc) = 1;
end
fclose(fid);
out
out = 6×10
0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 1 1 1 0 0 0 1 0 0 0 1 1 0 0 0 1 1 1 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
MB
MB le 18 Fév 2024
Thank you Alexander and Stephen23.
Alexander
Alexander le 18 Fév 2024
Thanks @Stephen23

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