> What I suggest is to pass the delayed function references to the input array,
> the output array, the label index and the label name. In the `_fit_binary`,
> you can densify the label column without blowing your memory.

That's probably a good idea. Another useful trick may be to rely on the
'pre_dispatch' argument of Parallel, which helps a bit in such a
situation.