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<div class="title">hyperplane.hpp</div> </div>
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<a href="hyperplane_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_CORE_TREE_SPILL_TREE_HYPERPLANE_HPP</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#define MLPACK_CORE_TREE_SPILL_TREE_HYPERPLANE_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> <span class="preprocessor">#include "<a class="code" href="projection__vector_8hpp.html">projection_vector.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="l00029"></a><span class="lineno"> 29</span> <span class="keyword">template</span><<span class="keyword">typename</span> BoundT, <span class="keyword">typename</span> ProjVectorT></div><div class="line"><a name="l00030"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html"> 30</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html">HyperplaneBase</a></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> {</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a08d68580ca801322e87e7ae72eaed307"> 34</a></span>  <span class="keyword">typedef</span> BoundT <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a08d68580ca801322e87e7ae72eaed307">BoundType</a>;</div><div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a053c5e0ff7f7d8dc36b486ff5339b1e0"> 36</a></span>  <span class="keyword">typedef</span> ProjVectorT <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a053c5e0ff7f7d8dc36b486ff5339b1e0">ProjVectorType</a>;</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">private</span>:</div><div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#ad2421ab2d6df1d92e1fe6fecf93f7151"> 40</a></span>  ProjVectorType <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#ad2421ab2d6df1d92e1fe6fecf93f7151">projVect</a>;</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> </div><div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a4f7af864d49d364b7315455f1cd26caa"> 43</a></span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a4f7af864d49d364b7315455f1cd26caa">splitVal</a>;</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> </div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00049"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#aadc6b448bd30a6602dc1ab795d2615c6"> 49</a></span>  <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#aadc6b448bd30a6602dc1ab795d2615c6">HyperplaneBase</a>() :</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  splitVal(DBL_MAX)</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  {};</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div><div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a410a59dd63d8425fcb17b07ef520c025"> 59</a></span>  <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a410a59dd63d8425fcb17b07ef520c025">HyperplaneBase</a>(<span class="keyword">const</span> ProjVectorType& projVect, <span class="keywordtype">double</span> splitVal) :</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  projVect(projVect),</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  splitVal(splitVal)</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  {};</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> </div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="keyword">template</span><<span class="keyword">typename</span> VecType></div><div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a1f1dc81716597f6383a744cd9ee22ce8"> 71</a></span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a1f1dc81716597f6383a744cd9ee22ce8">Project</a>(<span class="keyword">const</span> VecType& point,</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keyword">typename</span> <a class="code" href="namespacestd.html#ac774dbdf8ae769197167b2a8273462fc">std::enable_if_t</a><<a class="code" href="structIsVector.html">IsVector<VecType>::value</a>>* = 0)<span class="keyword"> const</span></div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keywordflow">if</span> (splitVal == DBL_MAX)</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="keywordflow">return</span> 0;</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="keywordflow">return</span> projVect.Project(point) - <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a4f7af864d49d364b7315455f1cd26caa">splitVal</a>;</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  };</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> </div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="keyword">template</span><<span class="keyword">typename</span> VecType></div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#ae3595e00a6ffa95d9d304b3af2bf45e5"> 86</a></span>  <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#ae3595e00a6ffa95d9d304b3af2bf45e5">Left</a>(<span class="keyword">const</span> VecType& point,</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="keyword">typename</span> <a class="code" href="namespacestd.html#ac774dbdf8ae769197167b2a8273462fc">std::enable_if_t</a><<a class="code" href="structIsVector.html">IsVector<VecType>::value</a>>* = 0)<span class="keyword"> const</span></div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a1f1dc81716597f6383a744cd9ee22ce8">Project</a>(point) <= 0;</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> </div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="keyword">template</span><<span class="keyword">typename</span> VecType></div><div class="line"><a name="l00099"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a4c0e448c2f74d5bf29c242916f477f22"> 99</a></span>  <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a4c0e448c2f74d5bf29c242916f477f22">Right</a>(<span class="keyword">const</span> VecType& point,</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="keyword">typename</span> <a class="code" href="namespacestd.html#ac774dbdf8ae769197167b2a8273462fc">std::enable_if_t</a><<a class="code" href="structIsVector.html">IsVector<VecType>::value</a>>* = 0)<span class="keyword"> const</span></div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a1f1dc81716597f6383a744cd9ee22ce8">Project</a>(point) > 0;</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  };</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> </div><div class="line"><a name="l00110"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a581e3bbd25a31c29f6cd993fa22646ce"> 110</a></span>  <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a581e3bbd25a31c29f6cd993fa22646ce">Left</a>(<span class="keyword">const</span> BoundType& bound)<span class="keyword"> const</span></div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <span class="keywordflow">if</span> (splitVal == DBL_MAX)</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  <span class="keywordflow">return</span> projVect.Project(bound).Hi() <= <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a4f7af864d49d364b7315455f1cd26caa">splitVal</a>;</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  };</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span> </div><div class="line"><a name="l00122"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#ae593147f7761697025bff5ccb2d2ca70"> 122</a></span>  <span class="keywordtype">bool</span> <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#ae593147f7761697025bff5ccb2d2ca70">Right</a>(<span class="keyword">const</span> BoundType& bound)<span class="keyword"> const</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <span class="keywordflow">if</span> (splitVal == DBL_MAX)</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  <span class="keywordflow">return</span> projVect.Project(bound).Lo() > <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a4f7af864d49d364b7315455f1cd26caa">splitVal</a>;</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  };</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> </div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <span class="keyword">template</span><<span class="keyword">typename</span> Archive></div><div class="line"><a name="l00133"></a><span class="lineno"><a class="line" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a0087e07d4c971e2b6a5d283c0c28b95e"> 133</a></span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html#a0087e07d4c971e2b6a5d283c0c28b95e">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="l00134"></a><span class="lineno"> 134</span>  {</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  ar & <a class="code" href="namespacemlpack_1_1data.html#a785ee98e0070286ef86eeeea85a74018">data::CreateNVP</a>(projVect, <span class="stringliteral">"projVect"</span>);</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  ar & <a class="code" href="namespacemlpack_1_1data.html#a785ee98e0070286ef86eeeea85a74018">data::CreateNVP</a>(splitVal, <span class="stringliteral">"splitVal"</span>);</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  };</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> };</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> </div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> <span class="keyword">template</span><<span class="keyword">typename</span> MetricType></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> <span class="keyword">using</span> <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html">AxisOrthogonalHyperplane</a> = <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html">HyperplaneBase<bound::HRectBound<MetricType></a>,</div><div class="line"><a name="l00145"></a><span class="lineno"><a class="line" href="namespacemlpack_1_1tree.html#a7d44f5de78bfccf79a309bc6a57313fa"> 145</a></span>  <a class="code" href="classmlpack_1_1tree_1_1AxisParallelProjVector.html">AxisParallelProjVector</a>>;</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> </div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> <span class="keyword">template</span><<span class="keyword">typename</span> MetricType></div><div class="line"><a name="l00151"></a><span class="lineno"><a class="line" href="namespacemlpack_1_1tree.html#ab58a5d5d9fb70b74d391ffb929cfd00a"> 151</a></span> <span class="keyword">using</span> <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html">Hyperplane</a> = <a class="code" href="classmlpack_1_1tree_1_1HyperplaneBase.html">HyperplaneBase<bound::BallBound<MetricType></a>, <a class="code" href="classmlpack_1_1tree_1_1ProjVector.html">ProjVector</a>>;</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span> </div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span> } <span class="comment">// namespace tree</span></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span> </div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span> <span class="preprocessor">#endif</span></div><div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html_a1f1dc81716597f6383a744cd9ee22ce8"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#a1f1dc81716597f6383a744cd9ee22ce8">mlpack::tree::HyperplaneBase::Project</a></div><div class="ttdeci">double Project(const VecType &point, typename std::enable_if_t< IsVector< VecType >::value > *=0) const </div><div class="ttdoc">Project the given point on the projection vector and subtract the split value. </div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00071">hyperplane.hpp:71</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html_aadc6b448bd30a6602dc1ab795d2615c6"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#aadc6b448bd30a6602dc1ab795d2615c6">mlpack::tree::HyperplaneBase::HyperplaneBase</a></div><div class="ttdeci">HyperplaneBase()</div><div class="ttdoc">Empty Constructor. </div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00049">hyperplane.hpp:49</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1AxisParallelProjVector_html"><div class="ttname"><a href="classmlpack_1_1tree_1_1AxisParallelProjVector.html">mlpack::tree::AxisParallelProjVector</a></div><div class="ttdoc">AxisParallelProjVector defines an axis-parallel projection vector. </div><div class="ttdef"><b>Definition:</b> <a href="projection__vector_8hpp_source.html#l00024">projection_vector.hpp:24</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="classmlpack_1_1tree_1_1HyperplaneBase_html_a581e3bbd25a31c29f6cd993fa22646ce"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#a581e3bbd25a31c29f6cd993fa22646ce">mlpack::tree::HyperplaneBase::Left</a></div><div class="ttdeci">bool Left(const BoundType &bound) const </div><div class="ttdoc">Determine if the given bound is to the left of the hyperplane. </div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00110">hyperplane.hpp:110</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="namespacemlpack_1_1data_html_a785ee98e0070286ef86eeeea85a74018"><div class="ttname"><a href="namespacemlpack_1_1data.html#a785ee98e0070286ef86eeeea85a74018">mlpack::data::CreateNVP</a></div><div class="ttdeci">FirstShim< T > CreateNVP(T &t, const std::string &name, typename std::enable_if_t< HasSerialize< T >::value > *=0)</div><div class="ttdoc">Call this function to produce a name-value pair; this is similar to BOOST_SERIALIZATION_NVP(), but should be used for types that have a Serialize() function (or contain a type that has a Serialize() function) instead of a serialize() function. </div><div class="ttdef"><b>Definition:</b> <a href="serialization__shim_8hpp_source.html#l00094">serialization_shim.hpp:94</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html_ad2421ab2d6df1d92e1fe6fecf93f7151"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#ad2421ab2d6df1d92e1fe6fecf93f7151">mlpack::tree::HyperplaneBase::projVect</a></div><div class="ttdeci">ProjVectorType projVect</div><div class="ttdoc">Projection vector. </div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00040">hyperplane.hpp:40</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html">mlpack::tree::HyperplaneBase</a></div><div class="ttdoc">HyperplaneBase defines a splitting hyperplane based on a projection vector and projection value...</div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00030">hyperplane.hpp:30</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1ProjVector_html"><div class="ttname"><a href="classmlpack_1_1tree_1_1ProjVector.html">mlpack::tree::ProjVector</a></div><div class="ttdoc">ProjVector defines a general projection vector (not necessarily axis-parallel). </div><div class="ttdef"><b>Definition:</b> <a href="projection__vector_8hpp_source.html#l00091">projection_vector.hpp:91</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html_a410a59dd63d8425fcb17b07ef520c025"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#a410a59dd63d8425fcb17b07ef520c025">mlpack::tree::HyperplaneBase::HyperplaneBase</a></div><div class="ttdeci">HyperplaneBase(const ProjVectorType &projVect, double splitVal)</div><div class="ttdoc">Create the hyperplane with the specified projection vector and split value. </div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00059">hyperplane.hpp:59</a></div></div>
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<div class="ttc" id="projection__vector_8hpp_html"><div class="ttname"><a href="projection__vector_8hpp.html">projection_vector.hpp</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html_ae593147f7761697025bff5ccb2d2ca70"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#ae593147f7761697025bff5ccb2d2ca70">mlpack::tree::HyperplaneBase::Right</a></div><div class="ttdeci">bool Right(const BoundType &bound) const </div><div class="ttdoc">Determine if the given bound is to the right of the hyperplane. </div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00122">hyperplane.hpp:122</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html_a4f7af864d49d364b7315455f1cd26caa"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#a4f7af864d49d364b7315455f1cd26caa">mlpack::tree::HyperplaneBase::splitVal</a></div><div class="ttdeci">double splitVal</div><div class="ttdoc">Projection value that determines the decision boundary. </div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00043">hyperplane.hpp:43</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html_a08d68580ca801322e87e7ae72eaed307"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#a08d68580ca801322e87e7ae72eaed307">mlpack::tree::HyperplaneBase::BoundType</a></div><div class="ttdeci">BoundT BoundType</div><div class="ttdoc">Useful typedef for the bound type. </div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00034">hyperplane.hpp:34</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html_a4c0e448c2f74d5bf29c242916f477f22"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#a4c0e448c2f74d5bf29c242916f477f22">mlpack::tree::HyperplaneBase::Right</a></div><div class="ttdeci">bool Right(const VecType &point, typename std::enable_if_t< IsVector< VecType >::value > *=0) const </div><div class="ttdoc">Determine if the given point is to the right of the hyperplane, this means if the projection over the...</div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00099">hyperplane.hpp:99</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html_a0087e07d4c971e2b6a5d283c0c28b95e"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#a0087e07d4c971e2b6a5d283c0c28b95e">mlpack::tree::HyperplaneBase::Serialize</a></div><div class="ttdeci">void Serialize(Archive &ar, const unsigned int)</div><div class="ttdoc">Serialization. </div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00133">hyperplane.hpp:133</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html_a053c5e0ff7f7d8dc36b486ff5339b1e0"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#a053c5e0ff7f7d8dc36b486ff5339b1e0">mlpack::tree::HyperplaneBase::ProjVectorType</a></div><div class="ttdeci">ProjVectorT ProjVectorType</div><div class="ttdoc">Useful typedef for the projection vector type. </div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00036">hyperplane.hpp:36</a></div></div>
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<div class="ttc" id="classmlpack_1_1tree_1_1HyperplaneBase_html_ae3595e00a6ffa95d9d304b3af2bf45e5"><div class="ttname"><a href="classmlpack_1_1tree_1_1HyperplaneBase.html#ae3595e00a6ffa95d9d304b3af2bf45e5">mlpack::tree::HyperplaneBase::Left</a></div><div class="ttdeci">bool Left(const VecType &point, typename std::enable_if_t< IsVector< VecType >::value > *=0) const </div><div class="ttdoc">Determine if the given point is to the left of the hyperplane, this means if the projection over the ...</div><div class="ttdef"><b>Definition:</b> <a href="hyperplane_8hpp_source.html#l00086">hyperplane.hpp:86</a></div></div>
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<div class="ttc" id="structIsVector_html"><div class="ttname"><a href="structIsVector.html">IsVector</a></div><div class="ttdoc">If value == true, then VecType is some sort of Armadillo vector or subview. </div><div class="ttdef"><b>Definition:</b> <a href="arma__traits_8hpp_source.html#l00035">arma_traits.hpp:35</a></div></div>
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<div class="ttc" id="namespacestd_html_ac774dbdf8ae769197167b2a8273462fc"><div class="ttname"><a href="namespacestd.html#ac774dbdf8ae769197167b2a8273462fc">std::enable_if_t</a></div><div class="ttdeci">typename enable_if< B, T >::type enable_if_t</div><div class="ttdef"><b>Definition:</b> <a href="prereqs_8hpp_source.html#l00059">prereqs.hpp:59</a></div></div>
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