Is this graph at the end a one-step-ahead prediction? Because if it is, then it looks very much like a 50/50 success/failure ratio. Which is what I would expect

Is this graph at the end a one-step-ahead prediction? Because if it is, then it looks very much like a 50/50 success/failure ratio. Which is what I would expect, because otherwise you could extract a signal from it.