<p>Nice!  Speedup in all conditions makes a decision easy.  I don't think it's necessary to test with other datasets, because since you've both tried many values of k (except k=1... what happens there?) and also in situations where more candidates are inserted (naive search) and where fewer candidates are inserted (dual-tree search).</p>

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