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<div class="title">drusilla_select.hpp</div> </div>
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<a href="drusilla__select_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="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#ifndef MLPACK_METHODS_APPROX_KFN_DRUSILLA_SELECT_HPP</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#define MLPACK_METHODS_APPROX_KFN_DRUSILLA_SELECT_HPP</span></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="preprocessor">#include <<a class="code" href="prereqs_8hpp.html">mlpack/prereqs.hpp</a>></span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> </div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="namespacemlpack_1_1neighbor.html"> 36</a></span> <span class="keyword">namespace </span>neighbor {</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="keyword">template</span><<span class="keyword">typename</span> MatType = arma::mat></div><div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html"> 39</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html">DrusillaSelect</a></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> {</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a900aed33eb2eb2cfb8de1af122c8759b">DrusillaSelect</a>(<span class="keyword">const</span> MatType& referenceSet,</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <span class="keyword">const</span> <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a9d203807eb1cd6b7a4a370492f451991">l</a>,</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  <span class="keyword">const</span> <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#aeb5d9efdde464149de433529dc2b7742">m</a>);</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> </div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a900aed33eb2eb2cfb8de1af122c8759b">DrusillaSelect</a>(<span class="keyword">const</span> <span class="keywordtype">size_t</span> l, <span class="keyword">const</span> <span class="keywordtype">size_t</span> m);</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> </div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a857e030245f5d06ef6054d301f11dbd9">Train</a>(<span class="keyword">const</span> MatType& referenceSet,</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keyword">const</span> <span class="keywordtype">size_t</span> l = 0,</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="keyword">const</span> <span class="keywordtype">size_t</span> m = 0);</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> </div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a1965322eddadbdcfed13ca83aa2d16e0">Search</a>(<span class="keyword">const</span> MatType& querySet,</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="keyword">const</span> <span class="keywordtype">size_t</span> k,</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  arma::Mat<size_t>& neighbors,</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  arma::mat& distances);</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> </div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  <span class="keyword">template</span><<span class="keyword">typename</span> Archive></div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a3046560bc3a78515b08f9f20baff35f1">Serialize</a>(Archive& 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="l00101"></a><span class="lineno"> 101</span> </div><div class="line"><a name="l00103"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#ad2dabae595053d1dc7a2b0ca838bb2b6"> 103</a></span>  <span class="keyword">const</span> MatType& <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#ad2dabae595053d1dc7a2b0ca838bb2b6">CandidateSet</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a162940ffc534e86501bd7e289bc93812">candidateSet</a>; }</div><div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#ae21fc77c0406003252a9065cbad8c9fc"> 105</a></span>  MatType& <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#ae21fc77c0406003252a9065cbad8c9fc">CandidateSet</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a162940ffc534e86501bd7e289bc93812">candidateSet</a>; }</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span> </div><div class="line"><a name="l00108"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#ae7a0c2e378c03a6e4eab2fd2a148e567"> 108</a></span>  <span class="keyword">const</span> arma::Col<size_t>& <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#ae7a0c2e378c03a6e4eab2fd2a148e567">CandidateIndices</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a8f0d0b279d94f6e2dcfc5c573dcb720a">candidateIndices</a>; }</div><div class="line"><a name="l00110"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a56c12579560c3fee93d0e375d68828a6"> 110</a></span>  arma::Col<size_t>& <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a56c12579560c3fee93d0e375d68828a6">CandidateIndices</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a8f0d0b279d94f6e2dcfc5c573dcb720a">candidateIndices</a>; }</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> </div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00114"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a162940ffc534e86501bd7e289bc93812"> 114</a></span>  MatType <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a162940ffc534e86501bd7e289bc93812">candidateSet</a>;</div><div class="line"><a name="l00116"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a8f0d0b279d94f6e2dcfc5c573dcb720a"> 116</a></span>  arma::Col<size_t> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a8f0d0b279d94f6e2dcfc5c573dcb720a">candidateIndices</a>;</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> </div><div class="line"><a name="l00119"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a9d203807eb1cd6b7a4a370492f451991"> 119</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a9d203807eb1cd6b7a4a370492f451991">l</a>;</div><div class="line"><a name="l00121"></a><span class="lineno"><a class="line" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#aeb5d9efdde464149de433529dc2b7742"> 121</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#aeb5d9efdde464149de433529dc2b7742">m</a>;</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span> };</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> </div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span> } <span class="comment">// namespace neighbor</span></div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span> </div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> <span class="comment">// Include implementation.</span></div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> <span class="preprocessor">#include "drusilla_select_impl.hpp"</span></div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> </div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span> <span class="preprocessor">#endif</span></div><div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html_a900aed33eb2eb2cfb8de1af122c8759b"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a900aed33eb2eb2cfb8de1af122c8759b">mlpack::neighbor::DrusillaSelect::DrusillaSelect</a></div><div class="ttdeci">DrusillaSelect(const MatType &referenceSet, const size_t l, const size_t m)</div><div class="ttdoc">Construct the DrusillaSelect object with the given reference set (this is the set that will be search...</div></div>
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<div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html_a8f0d0b279d94f6e2dcfc5c573dcb720a"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a8f0d0b279d94f6e2dcfc5c573dcb720a">mlpack::neighbor::DrusillaSelect::candidateIndices</a></div><div class="ttdeci">arma::Col< size_t > candidateIndices</div><div class="ttdoc">Indices of each point in the reference set. </div><div class="ttdef"><b>Definition:</b> <a href="drusilla__select_8hpp_source.html#l00116">drusilla_select.hpp:116</a></div></div>
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<div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html_a9d203807eb1cd6b7a4a370492f451991"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a9d203807eb1cd6b7a4a370492f451991">mlpack::neighbor::DrusillaSelect::l</a></div><div class="ttdeci">size_t l</div><div class="ttdoc">The number of projections. </div><div class="ttdef"><b>Definition:</b> <a href="drusilla__select_8hpp_source.html#l00119">drusilla_select.hpp:119</a></div></div>
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<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="classmlpack_1_1neighbor_1_1DrusillaSelect_html_a56c12579560c3fee93d0e375d68828a6"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a56c12579560c3fee93d0e375d68828a6">mlpack::neighbor::DrusillaSelect::CandidateIndices</a></div><div class="ttdeci">arma::Col< size_t > & CandidateIndices()</div><div class="ttdoc">Modify the indices of points in the candidate set. Be careful! </div><div class="ttdef"><b>Definition:</b> <a href="drusilla__select_8hpp_source.html#l00110">drusilla_select.hpp:110</a></div></div>
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<div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html">mlpack::neighbor::DrusillaSelect</a></div><div class="ttdef"><b>Definition:</b> <a href="drusilla__select_8hpp_source.html#l00039">drusilla_select.hpp:39</a></div></div>
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<div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html_ad2dabae595053d1dc7a2b0ca838bb2b6"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#ad2dabae595053d1dc7a2b0ca838bb2b6">mlpack::neighbor::DrusillaSelect::CandidateSet</a></div><div class="ttdeci">const MatType & CandidateSet() const </div><div class="ttdoc">Access the candidate set. </div><div class="ttdef"><b>Definition:</b> <a href="drusilla__select_8hpp_source.html#l00103">drusilla_select.hpp:103</a></div></div>
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<div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html_a162940ffc534e86501bd7e289bc93812"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a162940ffc534e86501bd7e289bc93812">mlpack::neighbor::DrusillaSelect::candidateSet</a></div><div class="ttdeci">MatType candidateSet</div><div class="ttdoc">The reference set. </div><div class="ttdef"><b>Definition:</b> <a href="drusilla__select_8hpp_source.html#l00114">drusilla_select.hpp:114</a></div></div>
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<div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html_ae7a0c2e378c03a6e4eab2fd2a148e567"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#ae7a0c2e378c03a6e4eab2fd2a148e567">mlpack::neighbor::DrusillaSelect::CandidateIndices</a></div><div class="ttdeci">const arma::Col< size_t > & CandidateIndices() const </div><div class="ttdoc">Access the indices of points in the candidate set. </div><div class="ttdef"><b>Definition:</b> <a href="drusilla__select_8hpp_source.html#l00108">drusilla_select.hpp:108</a></div></div>
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<div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html_a857e030245f5d06ef6054d301f11dbd9"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a857e030245f5d06ef6054d301f11dbd9">mlpack::neighbor::DrusillaSelect::Train</a></div><div class="ttdeci">void Train(const MatType &referenceSet, const size_t l=0, const size_t m=0)</div><div class="ttdoc">Build the set of candidate points on the given reference set. </div></div>
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<div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html_a3046560bc3a78515b08f9f20baff35f1"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a3046560bc3a78515b08f9f20baff35f1">mlpack::neighbor::DrusillaSelect::Serialize</a></div><div class="ttdeci">void Serialize(Archive &ar, const unsigned int)</div><div class="ttdoc">Serialize the model. </div></div>
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<div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html_a1965322eddadbdcfed13ca83aa2d16e0"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#a1965322eddadbdcfed13ca83aa2d16e0">mlpack::neighbor::DrusillaSelect::Search</a></div><div class="ttdeci">void Search(const MatType &querySet, const size_t k, arma::Mat< size_t > &neighbors, arma::mat &distances)</div><div class="ttdoc">Search for the k furthest neighbors of the given query set. </div></div>
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<div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html_aeb5d9efdde464149de433529dc2b7742"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#aeb5d9efdde464149de433529dc2b7742">mlpack::neighbor::DrusillaSelect::m</a></div><div class="ttdeci">size_t m</div><div class="ttdoc">The number of points in each projection. </div><div class="ttdef"><b>Definition:</b> <a href="drusilla__select_8hpp_source.html#l00121">drusilla_select.hpp:121</a></div></div>
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<div class="ttc" id="classmlpack_1_1neighbor_1_1DrusillaSelect_html_ae21fc77c0406003252a9065cbad8c9fc"><div class="ttname"><a href="classmlpack_1_1neighbor_1_1DrusillaSelect.html#ae21fc77c0406003252a9065cbad8c9fc">mlpack::neighbor::DrusillaSelect::CandidateSet</a></div><div class="ttdeci">MatType & CandidateSet()</div><div class="ttdoc">Modify the candidate set. Be careful! </div><div class="ttdef"><b>Definition:</b> <a href="drusilla__select_8hpp_source.html#l00105">drusilla_select.hpp:105</a></div></div>
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