Feedforwardnet is a generic net that NEVER has to be called directly.
Use fitnet for regression/curvefitting and use patternnet for classification/pattern-recognition. Both call feedforwardnet internally with the appropriate options.
Using patternnet, the plot options are
Receiving Operating Characteristic
Hope this helps.
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