From my observation, it seems an active base of around 200,000 subscribers seems to be where you can do it full-time. I've even seen people with about 100,000 subscribers go full-time.
The trick is that you can't just be making videos, you have to take on a lot of the business parts too. If you just want to make videos and nothing else, then you would probably need hundreds of thousands of views per video to make a living.