[mlpack-git] [mlpack/mlpack] R+ and R++ trees implementation (#699)
Ryan Curtin
notifications at github.com
Wed Jun 29 16:29:27 EDT 2016
> + for (size_t j = 0; j < tree.NumChildren(); j++)
> + {
> + if (j == i)
> + continue;
> + success = false;
> + // Two nodes overlap each other if and only if there are no dimension
> + // in which they do not overlap each other.
> + for (size_t k = 0; k < tree.Bound().Dim(); k++)
> + {
> + if ((tree.Child(i).Bound()[k].Lo() >=
> + tree.Child(j).Bound()[k].Hi()) ||
> + (tree.Child(j).Bound()[k].Lo() >=
> + tree.Child(i).Bound()[k].Hi()))
> + {
> + success = true;
> + break;
Hm, I would expect `Intersect()` to actually return the bound intersection (an `HRectBound` not a `bool`) and I would expect `Overlap()` to return the amount of volume of the overlap. I see your concern though, because it is not clear if `Contains()` means "contains entirely" or "contains partially". We could also implement `Overlap()` to return the volume of the overlap and check if it is 0, too, and maybe that would work.
To the second point, I agree, we could add that functionality to `HRectBound` if it is duplicated.
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