With choke ballast fluorescent stuff you can leave the ballast in place. Because the LED current is significantly lower than from the original tube, this gives you only a small amount of ballast losses. Ideally you'd just remove it altogether.
With HF ballasts LED tubes it's a whole special thing and you need to leave it in place. But this is a very unwise thing to do. HF drivers last a long time but by now most of them are over 10 years old and you maybe have a reliable 10 years of life left in them. HF ballast LED tubes also cannot usually be connected straight to mains so in 10 years time you'd have to start searching for new HF fluorescent ballasts i guess.
