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<div class="title">midpoint_space_split.hpp</div> </div>
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<a href="midpoint__space__split_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> </div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#ifndef MLPACK_CORE_TREE_SPILL_TREE_MIDPOINT_SPACE_SPLIT_HPP</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#define MLPACK_CORE_TREE_SPILL_TREE_MIDPOINT_SPACE_SPLIT_HPP</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> </div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include <<a class="code" href="prereqs_8hpp.html">mlpack/prereqs.hpp</a>></span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor">#include "<a class="code" href="hyperplane_8hpp.html">hyperplane.hpp</a>"</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> </div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="keyword">namespace </span>tree {</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> </div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="keyword">template</span><<span class="keyword">typename</span> MetricType, <span class="keyword">typename</span> MatType></div><div class="line"><a name="l00023"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1MidpointSpaceSplit.html"> 23</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1tree_1_1MidpointSpaceSplit.html">MidpointSpaceSplit</a></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> {</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  <span class="keyword">template</span><<span class="keyword">typename</span> HyperplaneType></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <span class="keyword">static</span> <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1MidpointSpaceSplit.html#a978dda0dcc487dcbac179435e4e52239">SplitSpace</a>(</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="keyword">const</span> <span class="keyword">typename</span> HyperplaneType::BoundType& bound,</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <span class="keyword">const</span> MatType& data,</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  <span class="keyword">const</span> arma::Col<size_t>& points,</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  HyperplaneType& hyp);</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> };</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> </div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> } <span class="comment">// namespace tree</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> </div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="comment">// Include implementation.</span></div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="preprocessor">#include "midpoint_space_split_impl.hpp"</span></div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> </div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="preprocessor">#endif</span></div><div class="ttc" id="namespacemlpack_html"><div class="ttname"><a href="namespacemlpack.html">mlpack</a></div><div class="ttdoc">Linear algebra utility functions, generally performed on matrices or vectors. </div><div class="ttdef"><b>Definition:</b> <a href="binarize_8hpp_source.html#l00018">binarize.hpp:18</a></div></div>
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<div class="ttc" id="prereqs_8hpp_html"><div class="ttname"><a href="prereqs_8hpp.html">prereqs.hpp</a></div><div class="ttdoc">The core includes that mlpack expects; standard C++ includes and Armadillo. </div></div>
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<div class="ttc" id="hyperplane_8hpp_html"><div class="ttname"><a href="hyperplane_8hpp.html">hyperplane.hpp</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1MidpointSpaceSplit_html"><div class="ttname"><a href="classmlpack_1_1tree_1_1MidpointSpaceSplit.html">mlpack::tree::MidpointSpaceSplit</a></div><div class="ttdef"><b>Definition:</b> <a href="midpoint__space__split_8hpp_source.html#l00023">midpoint_space_split.hpp:23</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1MidpointSpaceSplit_html_a978dda0dcc487dcbac179435e4e52239"><div class="ttname"><a href="classmlpack_1_1tree_1_1MidpointSpaceSplit.html#a978dda0dcc487dcbac179435e4e52239">mlpack::tree::MidpointSpaceSplit::SplitSpace</a></div><div class="ttdeci">static bool SplitSpace(const typename HyperplaneType::BoundType &bound, const MatType &data, const arma::Col< size_t > &points, HyperplaneType &hyp)</div><div class="ttdoc">Create a splitting hyperplane considering the midpoint of the values in a certain projection...</div></div>
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