I have my NEAT network running and the fittest genomes outputs vary as the Activation varies.
How can I make sure the last Node is always consistent if I want to have a consistent output?
Example:
My inputs are all normalized but sometimes the outputs can vary from -10000, +10000 (for linear)
0, +1 for sigmoid.
-1, +1 for hyperbolic tangent
and the linear function produces outputs in the range −∞⋯∞?
I have my NEAT network running and the fittest genomes outputs vary as the Activation varies. How can I make sure the last Node is always consistent if I want to have a consistent output? Example: My inputs are all normalized but sometimes the outputs can vary from -10000, +10000 (for linear) 0, +1 for sigmoid. -1, +1 for hyperbolic tangent and the linear function produces outputs in the range −∞⋯∞?