Problem with targets in nprtool

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Ethan
Ethan on 5 Oct 2011
Commented: Greg Heath on 27 May 2016
I'm trying to train a ANN using the nprtool but i can't select my targets. The targets option is empty while the inputs shows all my data. Why is it happening? Any idea?
Thanks in advance
  4 Comments
udoInyang inyang
udoInyang inyang on 10 May 2016
The target must contain binary data. That a maximum of two classes.
Greg Heath
Greg Heath on 27 May 2016
Not at all! For c classes, the target columns are columns of the {0,1} unit matrix eye(c);
[ x t ] = iris_dataset;
whos % No semicolon
t = t % No semicolon
Hope this helps.
Greg

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Accepted Answer

Neeraj N Sajjan
Neeraj N Sajjan on 26 May 2016
If you have n classes ,then your target matrix for nprtool should be a n*m matrix where m is the number of training samples. Each column of the matrix should have a 1 in the row representing the corresponding class with the rest as 0.
  1 Comment
Greg Heath
Greg Heath on 27 May 2016
CORRECT!
The target columns should be a {0,1} unit vector column of the unit matrix
eye(n).
See my above comment.
Greg

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More Answers (4)

Alan Norman
Alan Norman on 10 Sep 2012
Edited: Alan Norman on 10 Sep 2012
I changed my target from a single integer 1 to 10 to a vector of [ 0 0 0 1 0 0 0 0 0 0 ] for each example and then my target appears in the GUI and life is good.

Jonny
Jonny on 16 Oct 2011
Do you have your targets in your folder where are your inputs?
  1 Comment
Ethan
Ethan on 17 Oct 2011
Yes, they are in the same folder and both are loaded in the memory

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Jonatan Zapata
Jonatan Zapata on 18 Apr 2012
I had the same problem with negative targets, I changed it with positive values and solve the problem.

Razieh
Razieh on 22 Feb 2014
I have the same problem. My target has size of 6*3600 and it's format is [0.9 0.1 0.1 0.1 0.1 0.1] and loaded into workspace but not appear to be chosen in nprtool, but input is ok. Can anybody help?

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