Treadmill training is fine. I've used it when training for a 12km run a few times. Before starting the training I could barely run 10 minutes, after practising on the treadmill for 4-5 weeks, twice a week, I could do an hour.
Did it carry over to road/outdoor running? Yes. It's not exactly the...