How can I load .mat files?

조회 수: 3 (최근 30일)
MByk
MByk 2021년 10월 14일
댓글: MByk 2021년 10월 19일
Hello, I have 3 .mat files and I want to measure feature importance. Following code works fine with .txt files but I am getting an error message with .mat files. I want to load all .mat files one by one and seperate predictors (X) and response variable (Y, the last column) for "fscchi2" function but I can't. How can I fix it?
matFiles = dir('Datasets/*.mat');
nFiles = length(matFiles);
for i = 1:nFiles
DataSet = load(matFiles(i).name);
X = DataSet(:,1:end-1);
Y = DataSet(:,end);
[~,Scores] = fscchi2(X,Y);
end
  댓글 수: 4
MByk
MByk 2021년 10월 18일
편집: MByk 2021년 10월 18일
As you mentined .mat files were loaded into a scalar structure and I couldn't find a way to seperate response column like I did with the .txt files. Anyway, this not a good way of programming but I solved the problem like this:
for i = 1:3
switch i
case 1
load('Datasets/a.mat')
X = a(:,1:end-1);
Y = a(:,end);
case 2
load('Datasets/b.mat')
X = b(:,1:end-1);
Y = b(:,end);
case 3
load('Datasets/c.mat')
X = c(:,1:end-1);
Y = c(:,end);
end
[~,nCols] = size(X);
[Idx,Scores] = fscchi2(X,Y);
...
end
Stephen23
Stephen23 2021년 10월 18일
편집: Stephen23 2021년 10월 18일
"I couldn't find a way to seperate response column like I did with the .txt files"
The columns are in the structure field, not the structure itself. So you just need to access its field/s. If the fieldnames change (i.e. the data is very badly designed by someone who wants to make your life harder) then you can use dynamic fieldnames:
Rik showed this below.
Avoid loading directly into the workspace (as you show) unless you want to include latent bugs in your code.
Much simpler and more robust code would result if the data had been better designed (i.e. the same variable/field name).

댓글을 달려면 로그인하십시오.

채택된 답변

Rik
Rik 2021년 10월 18일
Or:
matfilenames={'Datasets/a.mat','Datasets/b.mat','Datasets/c.mat'};
for k = 1:3
S=load(matfilename{k});
fields=fieldnames(S);
data=s.(fields{1});
X = data(:,1:end-1);
Y = data(:,end);
[~,nCols] = size(X);
[Idx,Scores] = fscchi2(X,Y);
...
end
Next time, try to give the variables in your mat files the same name, so you can load to a struct array.
  댓글 수: 6
Star Strider
Star Strider 2021년 10월 18일
I provided something substantially similar to that, however never received any feedback on what did or didn’t work, why it didn’t work, or anything else. I deleted my answer when it became obvious that my efforts were apparently futile.
MByk
MByk 2021년 10월 19일
I am a victim of misunderstanding. We had a communication problem. I am not a native speaker like you but I'm trying to do my best. My problem was reading .mat files sequentially and separating the last column and the rest into two different variables. I shared my code and a .mat file but they were deleted. Anyway seems like I had trouble explaining my problem. Your efforts were not futile and important for me.

댓글을 달려면 로그인하십시오.

추가 답변 (0개)

태그

제품


릴리스

R2021b

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by