On feature scaling/data sparseness (in a specific spectral context)

Thanks - that’s all useful - I’m likely validating by hand for now, so I will set it to zero.

If you can be sure to be clear on when outputs disappear that will be helpful as obviously patches will break, although it should generate a max error, so that is always easier to trace.