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<a href="cover__tree_2traits_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_COVER_TREE_TRAITS_HPP</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#define MLPACK_CORE_TREE_COVER_TREE_TRAITS_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="tree__traits_8hpp.html">mlpack/core/tree/tree_traits.hpp</a>></span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> </div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="keyword">namespace </span>tree {</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> </div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="keyword">template</span><<span class="keyword">typename</span> MetricType,</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <span class="keyword">typename</span> StatisticType,</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <span class="keyword">typename</span> MatType,</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  <span class="keyword">typename</span> RootPointPolicy></div><div class="line"><a name="l00031"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1TreeTraits_3_01CoverTree_3_01MetricType_00_01StatisticType_00_01MatType_00_01RootPointPolicy_01_4_01_4.html"> 31</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1tree_1_1TreeTraits.html">TreeTraits</a><<a class="code" href="classmlpack_1_1tree_1_1CoverTree.html">CoverTree</a><MetricType, StatisticType, MatType, RootPointPolicy>></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> {</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00038"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1TreeTraits_3_01CoverTree_3_01MetricType_00_01StatisticType_00_01MatType_00_01RootPointPolicy_01_4_01_4.html#adb6b72a4a9080e9a57a94fd21f19fd98"> 38</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1TreeTraits.html#af1498fa2514423f81fc30a3c67c694fb">HasOverlappingChildren</a> = <span class="keyword">true</span>;</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> </div><div class="line"><a name="l00044"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1TreeTraits_3_01CoverTree_3_01MetricType_00_01StatisticType_00_01MatType_00_01RootPointPolicy_01_4_01_4.html#a2d68e6640d774f9bcf9d8ec8e98d467f"> 44</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1TreeTraits.html#ab386d6cc4c474b5201cb94005100c6f2">HasDuplicatedPoints</a> = <span class="keyword">true</span>;</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> </div><div class="line"><a name="l00050"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1TreeTraits_3_01CoverTree_3_01MetricType_00_01StatisticType_00_01MatType_00_01RootPointPolicy_01_4_01_4.html#a14b78196569c0dfde0b9e22ff58fb7f7"> 50</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1TreeTraits.html#a4751f17406c9202f3c0228e6307dd22f">FirstPointIsCentroid</a> = <span class="keyword">true</span>;</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> </div><div class="line"><a name="l00055"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1TreeTraits_3_01CoverTree_3_01MetricType_00_01StatisticType_00_01MatType_00_01RootPointPolicy_01_4_01_4.html#a459e11ad667b321f60a78649b94d83a2"> 55</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1TreeTraits.html#a4f47cb87cdee54e84617d9ac49d6c6cd">HasSelfChildren</a> = <span class="keyword">true</span>;</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> </div><div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1TreeTraits_3_01CoverTree_3_01MetricType_00_01StatisticType_00_01MatType_00_01RootPointPolicy_01_4_01_4.html#a62166cdde2b4ec5f8b37c13aadf16235"> 60</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1TreeTraits.html#ae6207c6ccffcc6ff51e60f5edbe40d05">RearrangesDataset</a> = <span class="keyword">false</span>;</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> </div><div class="line"><a name="l00065"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1TreeTraits_3_01CoverTree_3_01MetricType_00_01StatisticType_00_01MatType_00_01RootPointPolicy_01_4_01_4.html#af5c9de674624b85252c356a422a34983"> 65</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1TreeTraits.html#af012af0a98e4dd36c2754cf1dbb202f0">BinaryTree</a> = <span class="keyword">false</span>;</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> </div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1TreeTraits_3_01CoverTree_3_01MetricType_00_01StatisticType_00_01MatType_00_01RootPointPolicy_01_4_01_4.html#aa1fbca79fec713a36bf51408f451facd"> 70</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1TreeTraits.html#a13c453e1f11e7ac2724dcaf2a9c92243">UniqueNumDescendants</a> = <span class="keyword">true</span>;</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> };</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> </div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> } <span class="comment">// namespace tree</span></div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div><div class="line"><a name="l00076"></a><span class="lineno"> 76</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="classmlpack_1_1tree_1_1TreeTraits_html_ae6207c6ccffcc6ff51e60f5edbe40d05"><div class="ttname"><a href="classmlpack_1_1tree_1_1TreeTraits.html#ae6207c6ccffcc6ff51e60f5edbe40d05">mlpack::tree::TreeTraits::RearrangesDataset</a></div><div class="ttdeci">static const bool RearrangesDataset</div><div class="ttdoc">This is true if the tree rearranges points in the dataset when it is built. </div><div class="ttdef"><b>Definition:</b> <a href="tree__traits_8hpp_source.html#l00105">tree_traits.hpp:105</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1TreeTraits_html_af1498fa2514423f81fc30a3c67c694fb"><div class="ttname"><a href="classmlpack_1_1tree_1_1TreeTraits.html#af1498fa2514423f81fc30a3c67c694fb">mlpack::tree::TreeTraits::HasOverlappingChildren</a></div><div class="ttdeci">static const bool HasOverlappingChildren</div><div class="ttdoc">This is true if the subspaces represented by the children of a node can overlap. </div><div class="ttdef"><b>Definition:</b> <a href="tree__traits_8hpp_source.html#l00084">tree_traits.hpp:84</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1TreeTraits_html_a4751f17406c9202f3c0228e6307dd22f"><div class="ttname"><a href="classmlpack_1_1tree_1_1TreeTraits.html#a4751f17406c9202f3c0228e6307dd22f">mlpack::tree::TreeTraits::FirstPointIsCentroid</a></div><div class="ttdeci">static const bool FirstPointIsCentroid</div><div class="ttdoc">This is true if the first point of each node is the centroid of its bound. </div><div class="ttdef"><b>Definition:</b> <a href="tree__traits_8hpp_source.html#l00094">tree_traits.hpp:94</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1TreeTraits_html_a13c453e1f11e7ac2724dcaf2a9c92243"><div class="ttname"><a href="classmlpack_1_1tree_1_1TreeTraits.html#a13c453e1f11e7ac2724dcaf2a9c92243">mlpack::tree::TreeTraits::UniqueNumDescendants</a></div><div class="ttdeci">static const bool UniqueNumDescendants</div><div class="ttdoc">This is true if the NumDescendants() method doesn&#39;t include duplicated points. </div><div class="ttdef"><b>Definition:</b> <a href="tree__traits_8hpp_source.html#l00116">tree_traits.hpp:116</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1TreeTraits_html_ab386d6cc4c474b5201cb94005100c6f2"><div class="ttname"><a href="classmlpack_1_1tree_1_1TreeTraits.html#ab386d6cc4c474b5201cb94005100c6f2">mlpack::tree::TreeTraits::HasDuplicatedPoints</a></div><div class="ttdeci">static const bool HasDuplicatedPoints</div><div class="ttdoc">This is true if a point can be included in more than one node. </div><div class="ttdef"><b>Definition:</b> <a href="tree__traits_8hpp_source.html#l00089">tree_traits.hpp:89</a></div></div>
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<div class="ttc" id="tree__traits_8hpp_html"><div class="ttname"><a href="tree__traits_8hpp.html">tree_traits.hpp</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1TreeTraits_html"><div class="ttname"><a href="classmlpack_1_1tree_1_1TreeTraits.html">mlpack::tree::TreeTraits</a></div><div class="ttdoc">The TreeTraits class provides compile-time information on the characteristics of a given tree type...</div><div class="ttdef"><b>Definition:</b> <a href="tree__traits_8hpp_source.html#l00077">tree_traits.hpp:77</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1TreeTraits_html_af012af0a98e4dd36c2754cf1dbb202f0"><div class="ttname"><a href="classmlpack_1_1tree_1_1TreeTraits.html#af012af0a98e4dd36c2754cf1dbb202f0">mlpack::tree::TreeTraits::BinaryTree</a></div><div class="ttdeci">static const bool BinaryTree</div><div class="ttdoc">This is true if the tree always has only two children. </div><div class="ttdef"><b>Definition:</b> <a href="tree__traits_8hpp_source.html#l00110">tree_traits.hpp:110</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1CoverTree_html"><div class="ttname"><a href="classmlpack_1_1tree_1_1CoverTree.html">mlpack::tree::CoverTree</a></div><div class="ttdoc">A cover tree is a tree specifically designed to speed up nearest-neighbor computation in high-dimensi...</div><div class="ttdef"><b>Definition:</b> <a href="cover__tree_2cover__tree_8hpp_source.html#l00099">cover_tree.hpp:99</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1TreeTraits_html_a4f47cb87cdee54e84617d9ac49d6c6cd"><div class="ttname"><a href="classmlpack_1_1tree_1_1TreeTraits.html#a4f47cb87cdee54e84617d9ac49d6c6cd">mlpack::tree::TreeTraits::HasSelfChildren</a></div><div class="ttdeci">static const bool HasSelfChildren</div><div class="ttdoc">This is true if the points contained in the first child of a node (Child(0)) are also contained in th...</div><div class="ttdef"><b>Definition:</b> <a href="tree__traits_8hpp_source.html#l00100">tree_traits.hpp:100</a></div></div>
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