<p>In <a href="https://github.com/mlpack/mlpack/pull/726#discussion_r75029181">src/mlpack/methods/neighbor_search/knn_main.cpp</a>:</p>
<pre style='color:#555'>&gt; @@ -63,11 +63,12 @@ PARAM_INT_IN(&quot;k&quot;, &quot;Number of nearest neighbors to find.&quot;, &quot;k&quot;, 0);
&gt;  
&gt;  // The user may specify the type of tree to use, and a few parameters for tree
&gt;  // building.
&gt; -PARAM_STRING_IN(&quot;tree_type&quot;, &quot;Type of tree to use: &#39;kd&#39;, &#39;vp&#39;, &#39;cover&#39;, &#39;r&#39;, &quot;
&gt; -    &quot;&#39;r-star&#39;, &#39;x&#39;, &#39;ball&#39;, &#39;hilbert-r&#39;, &#39;r-plus&#39;, &#39;r-plus-plus&#39;.&quot;, &quot;t&quot;, &quot;kd&quot;);
&gt; -PARAM_INT_IN(&quot;leaf_size&quot;, &quot;Leaf size for tree building (used for kd-trees, vp &quot;
&gt; -    &quot;trees, R trees, R* trees, X trees, Hilbert R trees, R+ trees and R++ &quot;
&gt; -    &quot;trees).&quot;, &quot;l&quot;, 20);
&gt; +PARAM_STRING_IN(&quot;tree_type&quot;, &quot;Type of tree to use: &#39;kd&#39;, &#39;vp&#39;, &#39;rp-tree&#39;, &quot;
&gt; +    &quot;&#39;max-split-rp-tree&#39;, &#39;cover&#39;, &#39;r&#39;, &#39;r-star&#39;, &#39;x&#39;, &#39;ball&#39;, &#39;hilbert-r&#39;, &quot;
&gt; +    &quot;&#39;r-plus&#39;, &#39;r-plus-plus&#39;.&quot;, &quot;t&quot;, &quot;kd&quot;);
</pre>
<p>We should call it <code>rp</code> and <code>max-rp</code> to be consistent with the rest of the tree names.</p>

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