[mlpack-git] [mlpack/mlpack] Density Estimation Tree made sparse-enabled (#802)

[Ivan Georgiev]

One general comment - as can be seen - I'm making some performance tests with real data and it turns the sparse matrix performance is _tremendously_ worse - specifically in extracting the values to be sorted and then checked. I'm continuing my experiments but, I guess this should not stop the PR merge.

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