Hi Darren,
Can you give me a little more information about what you are trying to accomplish with multiple outputs? Given one set of selected inputs, are you hoping to create a prediction output for each scale (linear, logarithmic, polynomial, expanded basis) to compare against each other?
Thank you,
Katie