Again, need ``[1]_``, etc. for references to link.

I'm confused now, though, because it seems that throughout sklearn we don't use the underscore, yet the [numpy docstring standard](https://github.com/numpy/numpy/blob/master/doc/HOWTO_DOCUMENT.rst.txt) mentions using the underscore.  Can anybody weigh-in?