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<div class="title">dtb_stat.hpp</div> </div>
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<a href="dtb__stat_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="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#ifndef MLPACK_METHODS_EMST_DTB_STAT_HPP</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#define MLPACK_METHODS_EMST_DTB_STAT_HPP</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> </div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include <<a class="code" href="prereqs_8hpp.html">mlpack/prereqs.hpp</a>></span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> </div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="keyword">namespace </span>emst {</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00024"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html"> 24</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1emst_1_1DTBStat.html">DTBStat</a></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> {</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00029"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#aaff491401534543996a95ee9a082f8f1"> 29</a></span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#aaff491401534543996a95ee9a082f8f1">maxNeighborDistance</a>;</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> </div><div class="line"><a name="l00033"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#aab78436dac6dc917bc6b25a024634ce9"> 33</a></span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#aab78436dac6dc917bc6b25a024634ce9">minNeighborDistance</a>;</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> </div><div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#a98449afba1b711496f10633caa8a9d00"> 36</a></span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a98449afba1b711496f10633caa8a9d00">bound</a>;</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div><div class="line"><a name="l00042"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#a90fd79a9aa5820272e1e49d5ca8a41c4"> 42</a></span>  <span class="keywordtype">int</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a90fd79a9aa5820272e1e49d5ca8a41c4">componentMembership</a>;</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="keyword">public</span>:</div><div class="line"><a name="l00049"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#ac23aa772f9cabd62691015eddd681f9d"> 49</a></span>  <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#ac23aa772f9cabd62691015eddd681f9d">DTBStat</a>() :</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  maxNeighborDistance(DBL_MAX),</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  minNeighborDistance(DBL_MAX),</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  bound(DBL_MAX),</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  componentMembership(-1) { }</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>  <span class="keyword">template</span><<span class="keyword">typename</span> TreeType></div><div class="line"><a name="l00063"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#a4efbd10debca9069b65369d4d7d7dc61"> 63</a></span>  <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a4efbd10debca9069b65369d4d7d7dc61">DTBStat</a>(<span class="keyword">const</span> TreeType& node) :</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  maxNeighborDistance(DBL_MAX),</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  minNeighborDistance(DBL_MAX),</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  bound(DBL_MAX),</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  componentMembership(</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  ((node.NumPoints() == 1) && (node.NumChildren() == 0)) ?</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  node.Point(0) : -1) { }</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span> </div><div class="line"><a name="l00072"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#a25c16bef1e6e6377d0edebbebeae0f47"> 72</a></span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a25c16bef1e6e6377d0edebbebeae0f47">MaxNeighborDistance</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#aaff491401534543996a95ee9a082f8f1">maxNeighborDistance</a>; }</div><div class="line"><a name="l00074"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#a567d86f58deb1a1711fca6f8506265d0"> 74</a></span>  <span class="keywordtype">double</span>& <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a567d86f58deb1a1711fca6f8506265d0">MaxNeighborDistance</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#aaff491401534543996a95ee9a082f8f1">maxNeighborDistance</a>; }</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#a7dafb71d8465a983f56d280fffe6ebe1"> 77</a></span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a7dafb71d8465a983f56d280fffe6ebe1">MinNeighborDistance</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#aab78436dac6dc917bc6b25a024634ce9">minNeighborDistance</a>; }</div><div class="line"><a name="l00079"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#a5bc57cb6da8f39b9147c19c4a5555c07"> 79</a></span>  <span class="keywordtype">double</span>& <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a5bc57cb6da8f39b9147c19c4a5555c07">MinNeighborDistance</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#aab78436dac6dc917bc6b25a024634ce9">minNeighborDistance</a>; }</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span> </div><div class="line"><a name="l00082"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#a1281a354e68b8b530991f00ead273ab7"> 82</a></span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a1281a354e68b8b530991f00ead273ab7">Bound</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a98449afba1b711496f10633caa8a9d00">bound</a>; }</div><div class="line"><a name="l00084"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#a4b012ca44df04edc1415d864237fd803"> 84</a></span>  <span class="keywordtype">double</span>& <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a4b012ca44df04edc1415d864237fd803">Bound</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a98449afba1b711496f10633caa8a9d00">bound</a>; }</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> </div><div class="line"><a name="l00087"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#ab0f9d10acfccac79a700db1de637976d"> 87</a></span>  <span class="keywordtype">int</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#ab0f9d10acfccac79a700db1de637976d">ComponentMembership</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a90fd79a9aa5820272e1e49d5ca8a41c4">componentMembership</a>; }</div><div class="line"><a name="l00089"></a><span class="lineno"><a class="line" href="classmlpack_1_1emst_1_1DTBStat.html#a0a6a534e36afba2fe1c814add951b12d"> 89</a></span>  <span class="keywordtype">int</span>& <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a0a6a534e36afba2fe1c814add951b12d">ComponentMembership</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1emst_1_1DTBStat.html#a90fd79a9aa5820272e1e49d5ca8a41c4">componentMembership</a>; }</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> </div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> }; <span class="comment">// class DTBStat</span></div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> </div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> } <span class="comment">// namespace emst</span></div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> </div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> <span class="preprocessor">#endif // MLPACK_METHODS_EMST_DTB_STAT_HPP</span></div><div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_aab78436dac6dc917bc6b25a024634ce9"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#aab78436dac6dc917bc6b25a024634ce9">mlpack::emst::DTBStat::minNeighborDistance</a></div><div class="ttdeci">double minNeighborDistance</div><div class="ttdoc">Lower bound on the distance to the nearest neighbor of any point in this node. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00033">dtb_stat.hpp:33</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_a25c16bef1e6e6377d0edebbebeae0f47"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#a25c16bef1e6e6377d0edebbebeae0f47">mlpack::emst::DTBStat::MaxNeighborDistance</a></div><div class="ttdeci">double MaxNeighborDistance() const </div><div class="ttdoc">Get the maximum neighbor distance. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00072">dtb_stat.hpp:72</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_a4b012ca44df04edc1415d864237fd803"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#a4b012ca44df04edc1415d864237fd803">mlpack::emst::DTBStat::Bound</a></div><div class="ttdeci">double & Bound()</div><div class="ttdoc">Modify the total bound for pruning. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00084">dtb_stat.hpp:84</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_1emst_1_1DTBStat_html_a90fd79a9aa5820272e1e49d5ca8a41c4"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#a90fd79a9aa5820272e1e49d5ca8a41c4">mlpack::emst::DTBStat::componentMembership</a></div><div class="ttdeci">int componentMembership</div><div class="ttdoc">The index of the component that all points in this node belong to. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00042">dtb_stat.hpp:42</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_a567d86f58deb1a1711fca6f8506265d0"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#a567d86f58deb1a1711fca6f8506265d0">mlpack::emst::DTBStat::MaxNeighborDistance</a></div><div class="ttdeci">double & MaxNeighborDistance()</div><div class="ttdoc">Modify the maximum neighbor distance. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00074">dtb_stat.hpp:74</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_ac23aa772f9cabd62691015eddd681f9d"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#ac23aa772f9cabd62691015eddd681f9d">mlpack::emst::DTBStat::DTBStat</a></div><div class="ttdeci">DTBStat()</div><div class="ttdoc">A generic initializer. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00049">dtb_stat.hpp:49</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_ab0f9d10acfccac79a700db1de637976d"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#ab0f9d10acfccac79a700db1de637976d">mlpack::emst::DTBStat::ComponentMembership</a></div><div class="ttdeci">int ComponentMembership() const </div><div class="ttdoc">Get the component membership of this node. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00087">dtb_stat.hpp:87</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_aaff491401534543996a95ee9a082f8f1"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#aaff491401534543996a95ee9a082f8f1">mlpack::emst::DTBStat::maxNeighborDistance</a></div><div class="ttdeci">double maxNeighborDistance</div><div class="ttdoc">Upper bound on the distance to the nearest neighbor of any point in this node. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00029">dtb_stat.hpp:29</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_a7dafb71d8465a983f56d280fffe6ebe1"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#a7dafb71d8465a983f56d280fffe6ebe1">mlpack::emst::DTBStat::MinNeighborDistance</a></div><div class="ttdeci">double MinNeighborDistance() const </div><div class="ttdoc">Get the minimum neighbor distance. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00077">dtb_stat.hpp:77</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_a0a6a534e36afba2fe1c814add951b12d"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#a0a6a534e36afba2fe1c814add951b12d">mlpack::emst::DTBStat::ComponentMembership</a></div><div class="ttdeci">int & ComponentMembership()</div><div class="ttdoc">Modify the component membership of this node. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00089">dtb_stat.hpp:89</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_a98449afba1b711496f10633caa8a9d00"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#a98449afba1b711496f10633caa8a9d00">mlpack::emst::DTBStat::bound</a></div><div class="ttdeci">double bound</div><div class="ttdoc">Total bound for pruning. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00036">dtb_stat.hpp:36</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_a5bc57cb6da8f39b9147c19c4a5555c07"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#a5bc57cb6da8f39b9147c19c4a5555c07">mlpack::emst::DTBStat::MinNeighborDistance</a></div><div class="ttdeci">double & MinNeighborDistance()</div><div class="ttdoc">Modify the minimum neighbor distance. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00079">dtb_stat.hpp:79</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html">mlpack::emst::DTBStat</a></div><div class="ttdoc">A statistic for use with mlpack trees, which stores the upper bound on distance to nearest neighbors ...</div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00024">dtb_stat.hpp:24</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_a4efbd10debca9069b65369d4d7d7dc61"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#a4efbd10debca9069b65369d4d7d7dc61">mlpack::emst::DTBStat::DTBStat</a></div><div class="ttdeci">DTBStat(const TreeType &node)</div><div class="ttdoc">This is called when a node is finished initializing. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00063">dtb_stat.hpp:63</a></div></div>
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<div class="ttc" id="classmlpack_1_1emst_1_1DTBStat_html_a1281a354e68b8b530991f00ead273ab7"><div class="ttname"><a href="classmlpack_1_1emst_1_1DTBStat.html#a1281a354e68b8b530991f00ead273ab7">mlpack::emst::DTBStat::Bound</a></div><div class="ttdeci">double Bound() const </div><div class="ttdoc">Get the total bound for pruning. </div><div class="ttdef"><b>Definition:</b> <a href="dtb__stat_8hpp_source.html#l00082">dtb_stat.hpp:82</a></div></div>
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