<p>In <a href="https://github.com/mlpack/mlpack/pull/683#discussion_r66456126">src/mlpack/methods/edge_boxes/feature_extraction_impl.hpp</a>:</p>
<pre style='color:#555'>&gt; +  }
&gt; +  return input_data;
&gt; +} 
&gt; +
&gt; +template&lt;typename MatType, typename CubeType&gt;
&gt; +arma::vec StructuredForests&lt;MatType, CubeType&gt;::
&gt; +GetFeatureDimension()
&gt; +{
&gt; +  /*
&gt; +  shrink: amount to shrink channels
&gt; +  p_size: size of image patches
&gt; +  n_cell: number of self similarity cells
&gt; +  n_orient: number of orientations per gradient scale
&gt; +  */
&gt; +  arma::vec P(2);
&gt; +  int shrink, p_size, n_cell;
</pre>
<p>Same, could you use size_t and const at here. The new thing is, we could apply lazy evaluation at here.Rather than declare your parameters as</p>

<p><code>int shrink, p_size, n_cell;</code></p>

<p>you can</p>

<p>const size_t shrink = options["shrink"];<br>
const size_t p_size = options["p_size"];<br>
const size_t n_cell = options["n_cell"];</p>

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