[mlpack-git] [mlpack/mlpack] R+ and R++ trees implementation (#699)

lozhnikov notifications at github.com
Wed Jun 29 17:16:06 EDT 2016


> +      if (node->Dataset().col(node->Point(sorted[i].n))[k] > highBound2[k])
> +        highBound2[k] = node->Dataset().col(node->Point(sorted[i].n))[k];
> +    }
> +  }
> +
> +  // Evaluate the cost of the split i.e. calculate the total coverage
> +  // of two resulting nodes.
> +
> +  ElemType area1 = 1.0, area2 = 1.0;
> +  ElemType overlappedArea = 1.0;
> +
> +  for (size_t k = 0; k < node->Bound().Dim(); k++)
> +  {
> +    area1 *= highBound1[k] - lowerBound1[k];
> +    area2 *= highBound2[k] - lowerBound2[k];
> +  }

Ah, I forgot about `operator|=()`. 
`overlappedArea` is equal to 0. This variable is not needed here.

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