Can a neural net do anything a TreeNet® cannot?
Yes. TreeNet® cannot accept more than one target variable at a time. To model a collection of targets a separate TreeNet® model must be developed for each target independently. Also, neural nets can simultaneously estimate a function and its derivatives whereas TreeNet® is not designed to estimate the target function derivatives.