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Select rows in a given table according to 3 criteria

조회 수: 2(최근 30일)
NA
NA 2021년 6월 5일
댓글: NA 2021년 6월 5일
I have a table data like this
%% Data of Table
Name = {'A';'A';'A';'B';'B';'C';'D'};
index = [1;9;14;16;19;38;55];
Var_1 = [1;0;0;0;0;1;1];
Var_2 = [0;1;0;1;0;0;1];
Var_3 = [0;0;1;0;0;0;0];
Var_4 = [0;0;1;1;1;0;0];
Var_5 = [1;1;0;1;0;0;0];
Var_6 = [1;1;1;0;0;1;1];
T = table(Name,index,Var_1,Var_2,Var_3,Var_4,Var_5,Var_6);
V = {[1,2],[2,6],[1,3,4],[4,8,9],[1,9,32,40],[1,2,3,45,53]};
F = @(n)sprintf("{%s}",join(string(n),","));
T.Properties.VariableNames(3:8) = cellfun(F,V);
I have two groups in the above table
group_1 = [3;4;5];
group_2 = [6;7;8];
T_group_1= T(:,group_1);
T_group_2= T(:,group_2);
I want to choose three rows of the table according to this criteria
1) The rows should be belong to 'A' and 'B'.
2) Sum of the any column of chosen row should be smaller or equal 2 for T_group_1
3) Sum of the any column of chosen row should be greater than 3 for T_group_2
I have came up with the following code
%% first criteria
T_new = T((strcmp(T.Name, 'A') | strcmp(T.Name, 'B')),:);
group_1_new = [3;4;5]-2;
group_2_new = [6;7;8]-2;
%% choose row index
chosen_index_candidate = cell([],1);
i = 1;
m = 0;
while 1
chosen_index = randperm(size(T_new{:,3:end},1),3);
sum_of_each_col = sum(T_new{chosen_index,3:end},1);
m = m+1;
if m==40 % I want to find some number to break the loop
break
end
if any(sum_of_each_col(:,group_1_new)<=2) && any(sum_of_each_col(:,group_2_new)>=3) %% second and third criteria
if i==1
chosen_index_candidate{i} = chosen_index;
i = i+1;
else
if any(cell2mat(cellfun(@(x)all(ismember(sort(x),sort(chosen_index))),chosen_index_candidate,'uni',0)))==0
chosen_index_candidate{i} = chosen_index;
i = i+1;
end
end
end
end
I think the code is not written in proper way especially break from while loop

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J. Alex Lee
J. Alex Lee 2021년 6월 5일
This is small enough you could generate the full list of combinations
% generate all combinations
alltriplets = nchoosek(1:7,3)
% randomize
iterlist = randperm(size(alltriplets,1))
% replace your while loop with a for loop over all possible triplets
for i = iterlist
end
  댓글 수: 3
NA
NA 2021년 6월 5일
Thank you for your time.

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