[mlpack-git] [mlpack/mlpack] Universal B tree implementation (#746)
Ryan Curtin
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Wed Aug 17 20:04:45 EDT 2016
> + const size_t begin,
> + const size_t count,
> + size_t& splitCol)
> +{
> + constexpr size_t order = sizeof(AddressElemType) * CHAR_BIT;
> + if (begin == 0 && count == data.n_cols)
> + {
> + // Calculate all addresses.
> + InitializeAddresses(data);
> +
> + // Probably this is not a good idea. Maybe it is better to get
> + // a number of distinct samples and find the median.
> + std::sort(addresses.begin(), addresses.end(), ComparePair);
> +
> + // Rearrange dataset.
> + PerformSplit(data, count);
I think that the code could be simplified significantly if you instead used `arma::Mat<AddressElemType>` in order to store the addresses, and then used `sort_index()` to get the sorted order, which you could then apply to the data points and the addresses, and use to calculate `oldFromNew` if needed. I think that would remove the need for `PerformSplit` altogether.
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