Getting a new error when running sequential forward selection function

Rishika Sen

2016 8 19

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I am attempting to run the forward feature selection algorithm as follows:

X=combine_6_non;
y=target;
%to avoid random partition
rng(1)
c = cvpartition(y,'k',10);
opts = statset('display','iter');
[fs,history] = sequentialfs(@fun,X,y,'cv',c,'options',opts)

The function fun is as follows:

function err = fun(XT,yT,Xt,yt)
model = svmtrain(XT,yT,'Kernel_Function', 'rbf', 'boxconstraint', 1);
err = sum(svmclassify(model, Xt) ~= yt);
end

But I am getting the error message

Error using crossval>evalFun (line 480)
The function 'fun' generated the following
error:
Attempt to execute SCRIPT
optimfun\private\optimoptioncheckfield as a
function:
C:\Program
Files\MATLAB\R2013b\toolbox\matlab\optimfun\private\optimoptioncheckfield.m
Error in crossval>getFuncVal (line 497)
funResult = evalFun(funorStr,arg(:));
Error in crossval (line 343)
  funResult = getFuncVal(1, nData, cvp,
  data, funorStr, []);
Error in sequentialfs>callfun (line 485)
  funResult =
  crossval(fun,x,other_data{:},...
Error in sequentialfs (line 353)
              crit(k) =
              callfun(fun,x,other_data,cv,mcreps,ParOptions);
Error in feature_selection (line 22)
[fs,history] =
sequentialfs(@fun,X,y,'cv',c,'options',opts)

Previously This program was executing at ease. I did not face any problem while executing the same program before. But now I am. My MATLAB version is R2013b. This error appeared suddenly one fine day. I have used the command

which fun -all

It has showed me only one file and that is the file I want to execute. I tried changing the name of the file. But to no avail. Now I am unable to execute other functions too. What should I do?

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Brendan Hamm 2016-8-19

Look at the file:

C:\Program Files\MATLAB\R2013b\toolbox\matlab\optimfun\private\optimoptioncheckfield.m

It seems for some reason this is not a function but a script. This leads me to believe this file may have been edited. Best case scenario you accidentally deleted a letter from the function declaration. If not, you may need to contact support to have them provide you with a new copy of this file.

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