My first stop would be Tokyo and I will go to Nikko as I looked at your KOYO forecast and I think I should head up West.West? Do you mean from central Nikko westwards into the Okunikko region? If yes, I agree. The best autumn colors in mid October will be in the Okunikko area and not down in central Nikko.
My question is that I have lots of time, my plan is to drive and spend a night or two at a onsen/ryokan on Lake Chuzenji and go up the road to Yudaki falls.
That sounds nice. But keep in mind that Nikko can get very crowded during the autumn leaf season, especially when the weather forecast is good and on weekends. I strongly recommend to make your trip to Nikko during the week. Avoid weekends and October 12, which is a national holiday. Even on weekdays, you better expect slow traffic around Nikko.
I would like to end my trip back in Tokyo to do some last minute shopping - so I have a few days on the road for sight seeing....any recommendation is highly appreciated.
Between Nikko and Tokyo? What are your personal interests?