MATLAB: Why target data is only binary in the pattern recognition (nnstart) ?

Deep Learning Toolboxnnstart

  • bold *

Best Answer

Because the desired output probabilities are 1 for the correct class and 0 for the incorrect classes.
Configured correctly, a successful classifier will output unit sum probability estimates with the correct class estimate being the largest.
Hope this helps.
Thank you for formally accepting my answer
Greg