[mlpack-git] [mlpack/mlpack] R+ and R++ trees implementation (#699)
Ryan Curtin
notifications at github.com
Wed Jun 29 16:04:31 EDT 2016
> + SweepCostType cost;
> +
> + if (node->IsLeaf())
> + cost = SweepType<SplitPolicyType>::SweepLeafNode(k, node, cut);
> + else
> + cost = SweepType<SplitPolicyType>::SweepNonLeafNode(k, node, cut);
> +
> +
> + if (cost < minCost)
> + {
> + minCost = cost;
> + minCutAxis = k;
> + minCut = cut;
> + }
> + }
> + return true;
What happens if every call to `SweepLeafNode()` or `SweepNonLeafNode` returns `std::numeric_limits<SweepCostType>::max()`? Then `minCutAxis` will be the invalid `node->Bound().Dim()`. It seems like maybe in that case we should return false.
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