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<a href="ra__model_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>&#160;</div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="preprocessor">#ifndef MLPACK_METHODS_RANN_RA_MODEL_HPP</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="preprocessor">#define MLPACK_METHODS_RANN_RA_MODEL_HPP</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;</div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="binary__space__tree_8hpp.html">mlpack/core/tree/binary_space_tree.hpp</a>&gt;</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="cover__tree_8hpp.html">mlpack/core/tree/cover_tree.hpp</a>&gt;</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="rectangle__tree_8hpp.html">mlpack/core/tree/rectangle_tree.hpp</a>&gt;</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="octree_8hpp.html">mlpack/core/tree/octree.hpp</a>&gt;</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="ra__search_8hpp.html">ra_search.hpp</a>&quot;</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="keyword">namespace </span>neighbor {</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> SortPolicy&gt;</div><div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html"> 36</a></span>&#160;<span class="keyword">class </span><a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html">RAModel</a></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;{</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; <span class="keyword">public</span>:</div><div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77"> 43</a></span>&#160; <span class="keyword">enum</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77">TreeTypes</a></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; {</div><div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a61c202e9ea3636714831585138b26abd"> 45</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a61c202e9ea3636714831585138b26abd">KD_TREE</a>,</div><div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a839bf4f3ed54925ed5541b48cfb31558"> 46</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a839bf4f3ed54925ed5541b48cfb31558">COVER_TREE</a>,</div><div class="line"><a name="l00047"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a397fa422edbd5ada89913581dab0bf60"> 47</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a397fa422edbd5ada89913581dab0bf60">R_TREE</a>,</div><div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77ae65ee31555b4c48c11929a5db2de5f9c"> 48</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77ae65ee31555b4c48c11929a5db2de5f9c">R_STAR_TREE</a>,</div><div class="line"><a name="l00049"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a4c36a0d3ac4471ba475c1b640d9d573f"> 49</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a4c36a0d3ac4471ba475c1b640d9d573f">X_TREE</a>,</div><div class="line"><a name="l00050"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a53207a88fc67c712d313f6c082b888c3"> 50</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a53207a88fc67c712d313f6c082b888c3">HILBERT_R_TREE</a>,</div><div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77ad4181043d5999cc7237d90b0b1f409c8"> 51</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77ad4181043d5999cc7237d90b0b1f409c8">R_PLUS_TREE</a>,</div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a6f0d25909d7e7e0ea06215505d326c78"> 52</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a6f0d25909d7e7e0ea06215505d326c78">R_PLUS_PLUS_TREE</a>,</div><div class="line"><a name="l00053"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a098a8002aa472d25a2db56833af11c5b"> 53</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a098a8002aa472d25a2db56833af11c5b">UB_TREE</a>,</div><div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a764ecfc4c18f676a4089af56f521b1f2"> 54</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a764ecfc4c18f676a4089af56f521b1f2">OCTREE</a></div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; };</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160;</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; <span class="keyword">private</span>:</div><div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a3eee1fbf94269eb9356139624fa9bdf9"> 59</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77">TreeTypes</a> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a3eee1fbf94269eb9356139624fa9bdf9">treeType</a>;</div><div class="line"><a name="l00061"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#aa9185caf67d14dbcbe5743f15c1b03ef"> 61</a></span>&#160; <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#aa9185caf67d14dbcbe5743f15c1b03ef">leafSize</a>;</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160;</div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a4f1124c6c398701c2c6e37d449490fad"> 64</a></span>&#160; <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a4f1124c6c398701c2c6e37d449490fad">randomBasis</a>;</div><div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a1ebc008d35cbaceac4356ae3d2a3d758"> 66</a></span>&#160; arma::mat <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a1ebc008d35cbaceac4356ae3d2a3d758">q</a>;</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160;</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> TreeMetricType,</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; <span class="keyword">typename</span> TreeStatType,</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; <span class="keyword">typename</span> TreeMatType&gt; <span class="keyword">class </span><a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#ab623d1ffe67e66a4df70c5e008b5b249">TreeType</a>&gt;</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; using <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RAType</a> = <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RASearch</a>&lt;SortPolicy,</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; <a class="code" href="namespacemlpack_1_1metric.html#a012695bde5dbf7ded7f7a180b5f3f512">metric::EuclideanDistance</a>,</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; arma::mat,</div><div class="line"><a name="l00075"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#aa17c879dbae983c4c62b0796b3267487"> 75</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#ab623d1ffe67e66a4df70c5e008b5b249">TreeType</a>&gt;;</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160;</div><div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#aaf34ecdea81b9540da6d6c71d02f8805"> 78</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RAType&lt;tree::KDTree&gt;</a>* <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#aaf34ecdea81b9540da6d6c71d02f8805">kdTreeRA</a>;</div><div class="line"><a name="l00080"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a8938212bce4f81f6d91ceedee64431b6"> 80</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RAType&lt;tree::StandardCoverTree&gt;</a>* <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a8938212bce4f81f6d91ceedee64431b6">coverTreeRA</a>;</div><div class="line"><a name="l00082"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a46a31437e438b4ec6df3b5fc9ad35f98"> 82</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RAType&lt;tree::RTree&gt;</a>* <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a46a31437e438b4ec6df3b5fc9ad35f98">rTreeRA</a>;</div><div class="line"><a name="l00084"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a0e947d34323c83b62243129a49048b95"> 84</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RAType&lt;tree::RStarTree&gt;</a>* <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a0e947d34323c83b62243129a49048b95">rStarTreeRA</a>;</div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a9bad4e2c3944607fded2af721fc903e3"> 86</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RAType&lt;tree::XTree&gt;</a>* <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a9bad4e2c3944607fded2af721fc903e3">xTreeRA</a>;</div><div class="line"><a name="l00088"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#af1835348e1dc729fae1666508e0d98e1"> 88</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RAType&lt;tree::HilbertRTree&gt;</a>* <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#af1835348e1dc729fae1666508e0d98e1">hilbertRTreeRA</a>;</div><div class="line"><a name="l00090"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#ad31c7b8f21bdf83fe1fd81c6799f7a9f"> 90</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RAType&lt;tree::RPlusTree&gt;</a>* <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#ad31c7b8f21bdf83fe1fd81c6799f7a9f">rPlusTreeRA</a>;</div><div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#aa86c4a28da64b5cbaf416b2c906363e2"> 92</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RAType&lt;tree::RPlusPlusTree&gt;</a>* <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#aa86c4a28da64b5cbaf416b2c906363e2">rPlusPlusTreeRA</a>;</div><div class="line"><a name="l00094"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a14d4703ee60bf8ffe5e510d06feb2754"> 94</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RAType&lt;tree::UBTree&gt;</a>* <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a14d4703ee60bf8ffe5e510d06feb2754">ubTreeRA</a>;</div><div class="line"><a name="l00096"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1RAModel.html#a6897d7f01bc18e481955a26d515b4aa0"> 96</a></span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RASearch.html">RAType&lt;tree::Octree&gt;</a>* <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a6897d7f01bc18e481955a26d515b4aa0">octreeRA</a>;</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160;</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; <span class="keyword">public</span>:</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#aaa6acdf7c21b54d696d55021c3ac7d56">RAModel</a>(<a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77">TreeTypes</a> treeType = TreeTypes::KD_TREE, <span class="keywordtype">bool</span> randomBasis = <span class="keyword">false</span>);</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160;</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#aaa6acdf7c21b54d696d55021c3ac7d56">RAModel</a>(<span class="keyword">const</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html">RAModel</a>&amp; other);</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160;</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#aaa6acdf7c21b54d696d55021c3ac7d56">RAModel</a>(<a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html">RAModel</a>&amp;&amp; other);</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160;</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html">RAModel</a>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a031c00bab3d67e27411fa08d84716825">operator=</a>(<span class="keyword">const</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html">RAModel</a>&amp; other);</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160;</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html">RAModel</a>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a031c00bab3d67e27411fa08d84716825">operator=</a>(<a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html">RAModel</a>&amp;&amp; other);</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160;</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#aac6cebb7529723899610b7c6eb013499">~RAModel</a>();</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160;</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">typename</span> Archive&gt;</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a3c29e44ded8bb7d2f6a3c0c354969667">Serialize</a>(Archive&amp; ar, <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <span class="comment">/* version */</span>);</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160;</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160; <span class="keyword">const</span> arma::mat&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#ac3236b298a55b7481923f7d3bf40e917">Dataset</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>&#160;</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>&#160; <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#ad8f4a7f7c0b1288bd078e9d4bf570a2e">SingleMode</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160; <span class="keywordtype">bool</span>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#ad8f4a7f7c0b1288bd078e9d4bf570a2e">SingleMode</a>();</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>&#160; <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#aa52f355419fcef10dc1816a2b31e3fd2">Naive</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>&#160; <span class="keywordtype">bool</span>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#aa52f355419fcef10dc1816a2b31e3fd2">Naive</a>();</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160;</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160; <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a70f3c896f07fc8435e6a208b6a0ce9b5">Tau</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160; <span class="keywordtype">double</span>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a70f3c896f07fc8435e6a208b6a0ce9b5">Tau</a>();</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160;</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160; <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#ae6ca679b553db565d9d0b2b3624a77f7">Alpha</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; <span class="keywordtype">double</span>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#ae6ca679b553db565d9d0b2b3624a77f7">Alpha</a>();</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160;</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#af4824e40b7c3cf0f295aa6f641cec8bd">SampleAtLeaves</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160; <span class="keywordtype">bool</span>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#af4824e40b7c3cf0f295aa6f641cec8bd">SampleAtLeaves</a>();</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160;</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160; <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a158ebc68058cc98f073456ac3a51964c">FirstLeafExact</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; <span class="keywordtype">bool</span>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a158ebc68058cc98f073456ac3a51964c">FirstLeafExact</a>();</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>&#160;</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>&#160; <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a538c13b1fdb5726e3f0b964ef9376091">SingleSampleLimit</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>&#160; <span class="keywordtype">size_t</span>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a538c13b1fdb5726e3f0b964ef9376091">SingleSampleLimit</a>();</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>&#160;</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>&#160; <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a9992c74713a8095bc0026e95ec9b3f6d">LeafSize</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>&#160; <span class="keywordtype">size_t</span>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a9992c74713a8095bc0026e95ec9b3f6d">LeafSize</a>();</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>&#160;</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77">TreeTypes</a> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#ab623d1ffe67e66a4df70c5e008b5b249">TreeType</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>&#160; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77">TreeTypes</a>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#ab623d1ffe67e66a4df70c5e008b5b249">TreeType</a>();</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>&#160;</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>&#160; <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a3d00405e63755cf98d1c5fd1050c0d1a">RandomBasis</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>&#160; <span class="keywordtype">bool</span>&amp; <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a3d00405e63755cf98d1c5fd1050c0d1a">RandomBasis</a>();</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>&#160;</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a0e7d7d261fff216272d3009bab0300a6">BuildModel</a>(arma::mat&amp;&amp; referenceSet,</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160; <span class="keyword">const</span> <span class="keywordtype">size_t</span> leafSize,</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>&#160; <span class="keyword">const</span> <span class="keywordtype">bool</span> naive,</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>&#160; <span class="keyword">const</span> <span class="keywordtype">bool</span> singleMode);</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>&#160;</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a10420eb9e9f11ebe1a57d0c0070ad255">Search</a>(arma::mat&amp;&amp; querySet,</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>&#160; <span class="keyword">const</span> <span class="keywordtype">size_t</span> k,</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160; arma::Mat&lt;size_t&gt;&amp; neighbors,</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>&#160; arma::mat&amp; distances);</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>&#160;</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#a10420eb9e9f11ebe1a57d0c0070ad255">Search</a>(<span class="keyword">const</span> <span class="keywordtype">size_t</span> k,</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>&#160; arma::Mat&lt;size_t&gt;&amp; neighbors,</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>&#160; arma::mat&amp; distances);</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>&#160;</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>&#160; <a class="code" href="bindings_2matlab_2CMakeLists_8txt.html#ad3a3f86b22ab94a882506e9e614165f1">std::string</a> <a class="code" href="classmlpack_1_1neighbor_1_1RAModel.html#afd7c74f13c0472d45d449bc33462126f">TreeName</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160;};</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>&#160;</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>&#160;} <span class="comment">// namespace neighbor</span></div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>&#160;} <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>&#160;</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>&#160;<span class="preprocessor">#include &quot;ra_model_impl.hpp&quot;</span></div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>&#160;</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>&#160;<span class="preprocessor">#endif</span></div><div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_af4824e40b7c3cf0f295aa6f641cec8bd"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#af4824e40b7c3cf0f295aa6f641cec8bd">mlpack::neighbor::RAModel::SampleAtLeaves</a></div><div class="ttdeci">bool SampleAtLeaves() const </div><div class="ttdoc">Get whether or not sampling is done at the leaves. </div></div>
<div class="ttc" id="ra__search_8hpp_html"><div class="ttname"><a href="ra__search_8hpp.html">ra_search.hpp</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a3c29e44ded8bb7d2f6a3c0c354969667"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a3c29e44ded8bb7d2f6a3c0c354969667">mlpack::neighbor::RAModel::Serialize</a></div><div class="ttdeci">void Serialize(Archive &amp;ar, const unsigned int)</div><div class="ttdoc">Serialize the model. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a70f3c896f07fc8435e6a208b6a0ce9b5"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a70f3c896f07fc8435e6a208b6a0ce9b5">mlpack::neighbor::RAModel::Tau</a></div><div class="ttdeci">double Tau() const </div><div class="ttdoc">Get the rank-approximation in percentile of the data. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a559a0c887c070982348e0dece805ff77ad4181043d5999cc7237d90b0b1f409c8"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77ad4181043d5999cc7237d90b0b1f409c8">mlpack::neighbor::RAModel::R_PLUS_TREE</a></div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00051">ra_model.hpp:51</a></div></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>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_aa86c4a28da64b5cbaf416b2c906363e2"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#aa86c4a28da64b5cbaf416b2c906363e2">mlpack::neighbor::RAModel::rPlusPlusTreeRA</a></div><div class="ttdeci">RAType&lt; tree::RPlusPlusTree &gt; * rPlusPlusTreeRA</div><div class="ttdoc">Non-NULL if the R++ tree is used. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00092">ra_model.hpp:92</a></div></div>
<div class="ttc" id="namespacemlpack_1_1metric_html_a012695bde5dbf7ded7f7a180b5f3f512"><div class="ttname"><a href="namespacemlpack_1_1metric.html#a012695bde5dbf7ded7f7a180b5f3f512">mlpack::metric::EuclideanDistance</a></div><div class="ttdeci">LMetric&lt; 2, true &gt; EuclideanDistance</div><div class="ttdoc">The Euclidean (L2) distance. </div><div class="ttdef"><b>Definition:</b> <a href="lmetric_8hpp_source.html#l00112">lmetric.hpp:112</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a0e947d34323c83b62243129a49048b95"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a0e947d34323c83b62243129a49048b95">mlpack::neighbor::RAModel::rStarTreeRA</a></div><div class="ttdeci">RAType&lt; tree::RStarTree &gt; * rStarTreeRA</div><div class="ttdoc">Non-NULL if the R* tree is used. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00084">ra_model.hpp:84</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a14d4703ee60bf8ffe5e510d06feb2754"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a14d4703ee60bf8ffe5e510d06feb2754">mlpack::neighbor::RAModel::ubTreeRA</a></div><div class="ttdeci">RAType&lt; tree::UBTree &gt; * ubTreeRA</div><div class="ttdoc">Non-NULL if the UB tree is used. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00094">ra_model.hpp:94</a></div></div>
<div class="ttc" id="binary__space__tree_8hpp_html"><div class="ttname"><a href="binary__space__tree_8hpp.html">binary_space_tree.hpp</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a158ebc68058cc98f073456ac3a51964c"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a158ebc68058cc98f073456ac3a51964c">mlpack::neighbor::RAModel::FirstLeafExact</a></div><div class="ttdeci">bool FirstLeafExact() const </div><div class="ttdoc">Get whether or not we traverse to the first leaf without approximation. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a0e7d7d261fff216272d3009bab0300a6"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a0e7d7d261fff216272d3009bab0300a6">mlpack::neighbor::RAModel::BuildModel</a></div><div class="ttdeci">void BuildModel(arma::mat &amp;&amp;referenceSet, const size_t leafSize, const bool naive, const bool singleMode)</div><div class="ttdoc">Build the reference tree. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_aac6cebb7529723899610b7c6eb013499"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#aac6cebb7529723899610b7c6eb013499">mlpack::neighbor::RAModel::~RAModel</a></div><div class="ttdeci">~RAModel()</div><div class="ttdoc">Clean memory, if necessary. </div></div>
<div class="ttc" id="cover__tree_8hpp_html"><div class="ttname"><a href="cover__tree_8hpp.html">cover_tree.hpp</a></div></div>
<div class="ttc" id="rectangle__tree_8hpp_html"><div class="ttname"><a href="rectangle__tree_8hpp.html">rectangle_tree.hpp</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_aa52f355419fcef10dc1816a2b31e3fd2"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#aa52f355419fcef10dc1816a2b31e3fd2">mlpack::neighbor::RAModel::Naive</a></div><div class="ttdeci">bool Naive() const </div><div class="ttdoc">Get whether or not naive search is being used. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a559a0c887c070982348e0dece805ff77a6f0d25909d7e7e0ea06215505d326c78"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a6f0d25909d7e7e0ea06215505d326c78">mlpack::neighbor::RAModel::R_PLUS_PLUS_TREE</a></div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00052">ra_model.hpp:52</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_afd7c74f13c0472d45d449bc33462126f"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#afd7c74f13c0472d45d449bc33462126f">mlpack::neighbor::RAModel::TreeName</a></div><div class="ttdeci">std::string TreeName() const </div><div class="ttdoc">Get the name of the tree type. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a3eee1fbf94269eb9356139624fa9bdf9"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a3eee1fbf94269eb9356139624fa9bdf9">mlpack::neighbor::RAModel::treeType</a></div><div class="ttdeci">TreeTypes treeType</div><div class="ttdoc">The type of tree being used. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00059">ra_model.hpp:59</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a3d00405e63755cf98d1c5fd1050c0d1a"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a3d00405e63755cf98d1c5fd1050c0d1a">mlpack::neighbor::RAModel::RandomBasis</a></div><div class="ttdeci">bool RandomBasis() const </div><div class="ttdoc">Get whether or not a random basis is being used. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_aaa6acdf7c21b54d696d55021c3ac7d56"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#aaa6acdf7c21b54d696d55021c3ac7d56">mlpack::neighbor::RAModel::RAModel</a></div><div class="ttdeci">RAModel(TreeTypes treeType=TreeTypes::KD_TREE, bool randomBasis=false)</div><div class="ttdoc">Initialize the RAModel with the given type and whether or not a random basis should be used...</div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a559a0c887c070982348e0dece805ff77a4c36a0d3ac4471ba475c1b640d9d573f"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a4c36a0d3ac4471ba475c1b640d9d573f">mlpack::neighbor::RAModel::X_TREE</a></div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00049">ra_model.hpp:49</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a559a0c887c070982348e0dece805ff77a53207a88fc67c712d313f6c082b888c3"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a53207a88fc67c712d313f6c082b888c3">mlpack::neighbor::RAModel::HILBERT_R_TREE</a></div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00050">ra_model.hpp:50</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_ad8f4a7f7c0b1288bd078e9d4bf570a2e"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#ad8f4a7f7c0b1288bd078e9d4bf570a2e">mlpack::neighbor::RAModel::SingleMode</a></div><div class="ttdeci">bool SingleMode() const </div><div class="ttdoc">Get whether or not single-tree search is being used. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a10420eb9e9f11ebe1a57d0c0070ad255"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a10420eb9e9f11ebe1a57d0c0070ad255">mlpack::neighbor::RAModel::Search</a></div><div class="ttdeci">void Search(arma::mat &amp;&amp;querySet, const size_t k, arma::Mat&lt; size_t &gt; &amp;neighbors, arma::mat &amp;distances)</div><div class="ttdoc">Perform rank-approximate neighbor search, taking ownership of the query set. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a1ebc008d35cbaceac4356ae3d2a3d758"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a1ebc008d35cbaceac4356ae3d2a3d758">mlpack::neighbor::RAModel::q</a></div><div class="ttdeci">arma::mat q</div><div class="ttdoc">The basis to project into. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00066">ra_model.hpp:66</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a538c13b1fdb5726e3f0b964ef9376091"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a538c13b1fdb5726e3f0b964ef9376091">mlpack::neighbor::RAModel::SingleSampleLimit</a></div><div class="ttdeci">size_t SingleSampleLimit() const </div><div class="ttdoc">Get the limit on the size of a node that can be approximated. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a46a31437e438b4ec6df3b5fc9ad35f98"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a46a31437e438b4ec6df3b5fc9ad35f98">mlpack::neighbor::RAModel::rTreeRA</a></div><div class="ttdeci">RAType&lt; tree::RTree &gt; * rTreeRA</div><div class="ttdoc">Non-NULL if the R tree is used. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00082">ra_model.hpp:82</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a6897d7f01bc18e481955a26d515b4aa0"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a6897d7f01bc18e481955a26d515b4aa0">mlpack::neighbor::RAModel::octreeRA</a></div><div class="ttdeci">RAType&lt; tree::Octree &gt; * octreeRA</div><div class="ttdoc">Non-NULL if the octree is used. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00096">ra_model.hpp:96</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a559a0c887c070982348e0dece805ff77ae65ee31555b4c48c11929a5db2de5f9c"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77ae65ee31555b4c48c11929a5db2de5f9c">mlpack::neighbor::RAModel::R_STAR_TREE</a></div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00048">ra_model.hpp:48</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_ac3236b298a55b7481923f7d3bf40e917"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#ac3236b298a55b7481923f7d3bf40e917">mlpack::neighbor::RAModel::Dataset</a></div><div class="ttdeci">const arma::mat &amp; Dataset() const </div><div class="ttdoc">Expose the dataset. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a559a0c887c070982348e0dece805ff77a397fa422edbd5ada89913581dab0bf60"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a397fa422edbd5ada89913581dab0bf60">mlpack::neighbor::RAModel::R_TREE</a></div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00047">ra_model.hpp:47</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a4f1124c6c398701c2c6e37d449490fad"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a4f1124c6c398701c2c6e37d449490fad">mlpack::neighbor::RAModel::randomBasis</a></div><div class="ttdeci">bool randomBasis</div><div class="ttdoc">If true, randomly project into a new basis. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00064">ra_model.hpp:64</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a031c00bab3d67e27411fa08d84716825"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a031c00bab3d67e27411fa08d84716825">mlpack::neighbor::RAModel::operator=</a></div><div class="ttdeci">RAModel &amp; operator=(const RAModel &amp;other)</div><div class="ttdoc">Copy the given RAModel. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_ab623d1ffe67e66a4df70c5e008b5b249"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#ab623d1ffe67e66a4df70c5e008b5b249">mlpack::neighbor::RAModel::TreeType</a></div><div class="ttdeci">TreeTypes TreeType() const </div><div class="ttdoc">Get the type of tree being used. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a9992c74713a8095bc0026e95ec9b3f6d"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a9992c74713a8095bc0026e95ec9b3f6d">mlpack::neighbor::RAModel::LeafSize</a></div><div class="ttdeci">size_t LeafSize() const </div><div class="ttdoc">Get the leaf size (only relevant when the kd-tree is used). </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_ad31c7b8f21bdf83fe1fd81c6799f7a9f"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#ad31c7b8f21bdf83fe1fd81c6799f7a9f">mlpack::neighbor::RAModel::rPlusTreeRA</a></div><div class="ttdeci">RAType&lt; tree::RPlusTree &gt; * rPlusTreeRA</div><div class="ttdoc">Non-NULL if the R+ tree is used. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00090">ra_model.hpp:90</a></div></div>
<div class="ttc" id="octree_8hpp_html"><div class="ttname"><a href="octree_8hpp.html">octree.hpp</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a559a0c887c070982348e0dece805ff77"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77">mlpack::neighbor::RAModel::TreeTypes</a></div><div class="ttdeci">TreeTypes</div><div class="ttdoc">The list of tree types we can use with RASearch. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00043">ra_model.hpp:43</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_ae6ca679b553db565d9d0b2b3624a77f7"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#ae6ca679b553db565d9d0b2b3624a77f7">mlpack::neighbor::RAModel::Alpha</a></div><div class="ttdeci">double Alpha() const </div><div class="ttdoc">Get the desired success probability. </div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_af1835348e1dc729fae1666508e0d98e1"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#af1835348e1dc729fae1666508e0d98e1">mlpack::neighbor::RAModel::hilbertRTreeRA</a></div><div class="ttdeci">RAType&lt; tree::HilbertRTree &gt; * hilbertRTreeRA</div><div class="ttdoc">Non-NULL if the Hilbert R tree is used. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00088">ra_model.hpp:88</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a8938212bce4f81f6d91ceedee64431b6"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a8938212bce4f81f6d91ceedee64431b6">mlpack::neighbor::RAModel::coverTreeRA</a></div><div class="ttdeci">RAType&lt; tree::StandardCoverTree &gt; * coverTreeRA</div><div class="ttdoc">Non-NULL if the cover tree is used. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00080">ra_model.hpp:80</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a559a0c887c070982348e0dece805ff77a839bf4f3ed54925ed5541b48cfb31558"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a839bf4f3ed54925ed5541b48cfb31558">mlpack::neighbor::RAModel::COVER_TREE</a></div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00046">ra_model.hpp:46</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_aaf34ecdea81b9540da6d6c71d02f8805"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#aaf34ecdea81b9540da6d6c71d02f8805">mlpack::neighbor::RAModel::kdTreeRA</a></div><div class="ttdeci">RAType&lt; tree::KDTree &gt; * kdTreeRA</div><div class="ttdoc">Non-NULL if the kd-tree is used. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00078">ra_model.hpp:78</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a559a0c887c070982348e0dece805ff77a764ecfc4c18f676a4089af56f521b1f2"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a764ecfc4c18f676a4089af56f521b1f2">mlpack::neighbor::RAModel::OCTREE</a></div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00054">ra_model.hpp:54</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a559a0c887c070982348e0dece805ff77a098a8002aa472d25a2db56833af11c5b"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a098a8002aa472d25a2db56833af11c5b">mlpack::neighbor::RAModel::UB_TREE</a></div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00053">ra_model.hpp:53</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RASearch_html"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RASearch.html">mlpack::neighbor::RASearch</a></div><div class="ttdoc">The RASearch class: This class provides a generic manner to perform rank-approximate search via rando...</div><div class="ttdef"><b>Definition:</b> <a href="ra__search_8hpp_source.html#l00071">ra_search.hpp:71</a></div></div>
<div class="ttc" id="bindings_2matlab_2CMakeLists_8txt_html_ad3a3f86b22ab94a882506e9e614165f1"><div class="ttname"><a href="bindings_2matlab_2CMakeLists_8txt.html#ad3a3f86b22ab94a882506e9e614165f1">string</a></div><div class="ttdeci">test cpp RESULT_VARIABLE MEX_RESULT_TRASH OUTPUT_VARIABLE MEX_OUTPUT ERROR_VARIABLE MEX_ERROR_TRASH string(REGEX MATCH&quot;Warning: You are using&quot;MEX_WARNING&quot;${MEX_OUTPUT}&quot;) if(MEX_WARNING) string(REGEX REPLACE&quot;.*using [a-zA-Z]* version \&quot;([0-9.]*)[^\&quot;]*\&quot;.*&quot;&quot;\\1&quot;OTHER_COMPILER_VERSION&quot;$</div><div class="ttdef"><b>Definition:</b> <a href="bindings_2matlab_2CMakeLists_8txt_source.html#l00018">CMakeLists.txt:18</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a559a0c887c070982348e0dece805ff77a61c202e9ea3636714831585138b26abd"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a559a0c887c070982348e0dece805ff77a61c202e9ea3636714831585138b26abd">mlpack::neighbor::RAModel::KD_TREE</a></div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00045">ra_model.hpp:45</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_aa9185caf67d14dbcbe5743f15c1b03ef"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#aa9185caf67d14dbcbe5743f15c1b03ef">mlpack::neighbor::RAModel::leafSize</a></div><div class="ttdeci">size_t leafSize</div><div class="ttdoc">The leaf size of the tree being used (useful only for the kd-tree). </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00061">ra_model.hpp:61</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html">mlpack::neighbor::RAModel</a></div><div class="ttdoc">The RAModel class provides an abstraction for the RASearch class, abstracting away the TreeType param...</div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00036">ra_model.hpp:36</a></div></div>
<div class="ttc" id="classmlpack_1_1neighbor_1_1RAModel_html_a9bad4e2c3944607fded2af721fc903e3"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1RAModel.html#a9bad4e2c3944607fded2af721fc903e3">mlpack::neighbor::RAModel::xTreeRA</a></div><div class="ttdeci">RAType&lt; tree::XTree &gt; * xTreeRA</div><div class="ttdoc">Non-NULL if the X tree is used. </div><div class="ttdef"><b>Definition:</b> <a href="ra__model_8hpp_source.html#l00086">ra_model.hpp:86</a></div></div>
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