<p>I'm willing to bet that the issue here is that your final link isn't properly linking against mlpack.  Maybe do you need to add <code>/usr/local/lib/</code> to <code>LFLAGS</code>?  I don't see any issues with <code>Graph::sparsifyGraph()</code>.</p>

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