<p>In <a href="https://github.com/mlpack/mlpack/pull/747#discussion_r75200608">src/mlpack/methods/neighbor_search/knn_main.cpp</a>:</p>
<pre style='color:#555'>&gt; @@ -209,12 +245,6 @@ int main(int argc, char *argv[])
&gt;      Log::Info &lt;&lt; &quot;Loaded kNN model from &#39;&quot; &lt;&lt; inputModelFile &lt;&lt; &quot;&#39; (trained on &quot;
&gt;          &lt;&lt; knn.Dataset().n_rows &lt;&lt; &quot;x&quot; &lt;&lt; knn.Dataset().n_cols &lt;&lt; &quot; dataset).&quot;
&gt;          &lt;&lt; endl;
&gt; -
&gt; -    // Adjust singleMode and naive if necessary.
&gt; -    knn.SingleMode() = CLI::HasParam(&quot;single_mode&quot;);
&gt; -    knn.Naive() = CLI::HasParam(&quot;naive&quot;);
&gt; -    knn.LeafSize() = size_t(lsInt);
&gt; -    knn.Epsilon() = epsilon;
</pre>
<p><a href="https://github.com/rcurtin" class="user-mention">@rcurtin</a><br>
Ok, I understand.<br>
I updated the code to consider <code>--single_mode</code>, <code>--naive</code>, <code>--leaf_size</code>, and  <code>--epsilon</code>, and update that values in the input model (<a href="https://github.com/mlpack/mlpack/pull/747/commits/ecaf1bf80976b83044cf9d90b65aa9a02e4efba1" class="commit-link"><tt>ecaf1bf</tt></a>).<br>
The leaf size specified will be only considered for que query tree. I added a new comment about this (because it doesn't make sense to rebuild the input model file). Would you agree?<br>
If you agree, I will add the <code>--mode</code> option once the PR of Greedy Search is merged.<br>
Thanks!</p>

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