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<a href="fastmks__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>&#160;</div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="preprocessor">#ifndef MLPACK_METHODS_FASTMKS_FASTMKS_STAT_HPP</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="preprocessor">#define MLPACK_METHODS_FASTMKS_FASTMKS_STAT_HPP</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;</div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="prereqs_8hpp.html">mlpack/prereqs.hpp</a>&gt;</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="tree__traits_8hpp.html">mlpack/core/tree/tree_traits.hpp</a>&gt;</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<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>&#160;<span class="keyword">namespace </span>fastmks {</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;</div><div class="line"><a name="l00025"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html"> 25</a></span>&#160;<span class="keyword">class </span><a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html">FastMKSStat</a></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;{</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160; <span class="keyword">public</span>:</div><div class="line"><a name="l00031"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a70498ffac0f6346735c0335ca3d71ce7"> 31</a></span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a70498ffac0f6346735c0335ca3d71ce7">FastMKSStat</a>() :</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a2dafa3e1fa8e2c22972228e0c54fe4a3">bound</a>(-DBL_MAX),</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a536af9e1ca5735d9fda54efca856c433">selfKernel</a>(0.0),</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a1e0de0bbe0efda011e277704dedf76e8">lastKernel</a>(0.0),</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a5e4d043693b066db5c7745b2df9a0bc6">lastKernelNode</a>(NULL)</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; { }</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">typename</span> TreeType&gt;</div><div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a39f122ea4d083781c792edf12c63c401"> 46</a></span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a39f122ea4d083781c792edf12c63c401">FastMKSStat</a>(<span class="keyword">const</span> TreeType&amp; node) :</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a2dafa3e1fa8e2c22972228e0c54fe4a3">bound</a>(-DBL_MAX),</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a1e0de0bbe0efda011e277704dedf76e8">lastKernel</a>(0.0),</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a5e4d043693b066db5c7745b2df9a0bc6">lastKernelNode</a>(NULL)</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; {</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; <span class="comment">// Do we have to calculate the centroid?</span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classmlpack_1_1tree_1_1TreeTraits.html">tree::TreeTraits&lt;TreeType&gt;::FirstPointIsCentroid</a>)</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; {</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160; <span class="comment">// If this type of tree has self-children, then maybe the evaluation is</span></div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; <span class="comment">// already done. These statistics are built bottom-up, so the child stat</span></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; <span class="comment">// should already be done.</span></div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; <span class="keywordflow">if</span> ((<a class="code" href="classmlpack_1_1tree_1_1TreeTraits.html">tree::TreeTraits&lt;TreeType&gt;::HasSelfChildren</a>) &amp;&amp;</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; (node.NumChildren() &gt; 0) &amp;&amp;</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; (node.Point(0) == node.Child(0).Point(0)))</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; {</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a536af9e1ca5735d9fda54efca856c433">selfKernel</a> = node.Child(0).Stat().SelfKernel();</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; }</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; <span class="keywordflow">else</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; {</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a536af9e1ca5735d9fda54efca856c433">selfKernel</a> = sqrt(node.Metric().Kernel().Evaluate(</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; node.Dataset().col(node.Point(0)),</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; node.Dataset().col(node.Point(0))));</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; }</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; }</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; <span class="keywordflow">else</span></div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; {</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; <span class="comment">// Calculate the centroid.</span></div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; arma::vec center;</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; node.Center(center);</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160;</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a536af9e1ca5735d9fda54efca856c433">selfKernel</a> = sqrt(node.Metric().Kernel().Evaluate(center, center));</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; }</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; }</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160;</div><div class="line"><a name="l00081"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a58e4ce9b859cb8d44ec3dd15e90eccc5"> 81</a></span>&#160; <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a58e4ce9b859cb8d44ec3dd15e90eccc5">SelfKernel</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a536af9e1ca5735d9fda54efca856c433">selfKernel</a>; }</div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a58466eeb9ba6faaf5a5e82f5fdd8ad8d"> 83</a></span>&#160; <span class="keywordtype">double</span>&amp; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a58466eeb9ba6faaf5a5e82f5fdd8ad8d">SelfKernel</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a536af9e1ca5735d9fda54efca856c433">selfKernel</a>; }</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160;</div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a82ac304e277e304cbe155e16b29e4869"> 86</a></span>&#160; <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a82ac304e277e304cbe155e16b29e4869">Bound</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a2dafa3e1fa8e2c22972228e0c54fe4a3">bound</a>; }</div><div class="line"><a name="l00088"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#aacefc48f3dbe2590d308b47e1b311530"> 88</a></span>&#160; <span class="keywordtype">double</span>&amp; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#aacefc48f3dbe2590d308b47e1b311530">Bound</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a2dafa3e1fa8e2c22972228e0c54fe4a3">bound</a>; }</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160;</div><div class="line"><a name="l00091"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a29d51e4e283135c0960ea420ba0635e5"> 91</a></span>&#160; <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a29d51e4e283135c0960ea420ba0635e5">LastKernel</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a1e0de0bbe0efda011e277704dedf76e8">lastKernel</a>; }</div><div class="line"><a name="l00093"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a46f13cfa239de25c9e44ddbe920ab6b1"> 93</a></span>&#160; <span class="keywordtype">double</span>&amp; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a46f13cfa239de25c9e44ddbe920ab6b1">LastKernel</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a1e0de0bbe0efda011e277704dedf76e8">lastKernel</a>; }</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160;</div><div class="line"><a name="l00096"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a8dd89696bddd75be5e5d8e5ee49b3480"> 96</a></span>&#160; <span class="keywordtype">void</span>* <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a8dd89696bddd75be5e5d8e5ee49b3480">LastKernelNode</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a5e4d043693b066db5c7745b2df9a0bc6">lastKernelNode</a>; }</div><div class="line"><a name="l00099"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#ae812dce3675f067ccdd2a3f4f5407e84"> 99</a></span>&#160; <span class="keywordtype">void</span>*&amp; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#ae812dce3675f067ccdd2a3f4f5407e84">LastKernelNode</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a5e4d043693b066db5c7745b2df9a0bc6">lastKernelNode</a>; }</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160;</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">typename</span> Archive&gt;</div><div class="line"><a name="l00103"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#aad5b37321e47708d4a8e23aa6bb6fd95"> 103</a></span>&#160; <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#aad5b37321e47708d4a8e23aa6bb6fd95">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="l00104"></a><span class="lineno"> 104</span>&#160; {</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; ar &amp; <a class="code" href="namespacemlpack_1_1data.html#a785ee98e0070286ef86eeeea85a74018">data::CreateNVP</a>(<a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a2dafa3e1fa8e2c22972228e0c54fe4a3">bound</a>, <span class="stringliteral">&quot;bound&quot;</span>);</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; ar &amp; <a class="code" href="namespacemlpack_1_1data.html#a785ee98e0070286ef86eeeea85a74018">data::CreateNVP</a>(<a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a536af9e1ca5735d9fda54efca856c433">selfKernel</a>, <span class="stringliteral">&quot;selfKernel&quot;</span>);</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160;</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; <span class="comment">// Void out last kernel information on load.</span></div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; <span class="keywordflow">if</span> (Archive::is_loading::value)</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; {</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a1e0de0bbe0efda011e277704dedf76e8">lastKernel</a> = 0.0;</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a5e4d043693b066db5c7745b2df9a0bc6">lastKernelNode</a> = NULL;</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; }</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; }</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160;</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; <span class="keyword">private</span>:</div><div class="line"><a name="l00118"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a2dafa3e1fa8e2c22972228e0c54fe4a3"> 118</a></span>&#160; <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a2dafa3e1fa8e2c22972228e0c54fe4a3">bound</a>;</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160;</div><div class="line"><a name="l00121"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a536af9e1ca5735d9fda54efca856c433"> 121</a></span>&#160; <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a536af9e1ca5735d9fda54efca856c433">selfKernel</a>;</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160;</div><div class="line"><a name="l00124"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a1e0de0bbe0efda011e277704dedf76e8"> 124</a></span>&#160; <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a1e0de0bbe0efda011e277704dedf76e8">lastKernel</a>;</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160;</div><div class="line"><a name="l00128"></a><span class="lineno"><a class="line" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a5e4d043693b066db5c7745b2df9a0bc6"> 128</a></span>&#160; <span class="keywordtype">void</span>* <a class="code" href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a5e4d043693b066db5c7745b2df9a0bc6">lastKernelNode</a>;</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160;};</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160;</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160;} <span class="comment">// namespace fastmks</span></div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160;} <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160;</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>&#160;<span class="preprocessor">#endif</span></div><div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a5e4d043693b066db5c7745b2df9a0bc6"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a5e4d043693b066db5c7745b2df9a0bc6">mlpack::fastmks::FastMKSStat::lastKernelNode</a></div><div class="ttdeci">void * lastKernelNode</div><div class="ttdoc">The node corresponding to the last kernel evaluation. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00128">fastmks_stat.hpp:128</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a1e0de0bbe0efda011e277704dedf76e8"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a1e0de0bbe0efda011e277704dedf76e8">mlpack::fastmks::FastMKSStat::lastKernel</a></div><div class="ttdeci">double lastKernel</div><div class="ttdoc">The last kernel evaluation. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00124">fastmks_stat.hpp:124</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a29d51e4e283135c0960ea420ba0635e5"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a29d51e4e283135c0960ea420ba0635e5">mlpack::fastmks::FastMKSStat::LastKernel</a></div><div class="ttdeci">double LastKernel() const </div><div class="ttdoc">Get the last kernel evaluation. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00091">fastmks_stat.hpp:91</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a46f13cfa239de25c9e44ddbe920ab6b1"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a46f13cfa239de25c9e44ddbe920ab6b1">mlpack::fastmks::FastMKSStat::LastKernel</a></div><div class="ttdeci">double &amp; LastKernel()</div><div class="ttdoc">Modify the last kernel evaluation. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00093">fastmks_stat.hpp:93</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a39f122ea4d083781c792edf12c63c401"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a39f122ea4d083781c792edf12c63c401">mlpack::fastmks::FastMKSStat::FastMKSStat</a></div><div class="ttdeci">FastMKSStat(const TreeType &amp;node)</div><div class="ttdoc">Initialize this statistic for the given tree node. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00046">fastmks_stat.hpp:46</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_1fastmks_1_1FastMKSStat_html_aacefc48f3dbe2590d308b47e1b311530"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#aacefc48f3dbe2590d308b47e1b311530">mlpack::fastmks::FastMKSStat::Bound</a></div><div class="ttdeci">double &amp; Bound()</div><div class="ttdoc">Modify the bound. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00088">fastmks_stat.hpp:88</a></div></div>
<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>
<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&lt; T &gt; CreateNVP(T &amp;t, const std::string &amp;name, typename std::enable_if_t&lt; HasSerialize&lt; T &gt;::value &gt; *=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>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a536af9e1ca5735d9fda54efca856c433"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a536af9e1ca5735d9fda54efca856c433">mlpack::fastmks::FastMKSStat::selfKernel</a></div><div class="ttdeci">double selfKernel</div><div class="ttdoc">The self-kernel evaluation: sqrt(K(centroid, centroid)). </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00121">fastmks_stat.hpp:121</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a2dafa3e1fa8e2c22972228e0c54fe4a3"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a2dafa3e1fa8e2c22972228e0c54fe4a3">mlpack::fastmks::FastMKSStat::bound</a></div><div class="ttdeci">double bound</div><div class="ttdoc">The bound for pruning. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00118">fastmks_stat.hpp:118</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a58466eeb9ba6faaf5a5e82f5fdd8ad8d"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a58466eeb9ba6faaf5a5e82f5fdd8ad8d">mlpack::fastmks::FastMKSStat::SelfKernel</a></div><div class="ttdeci">double &amp; SelfKernel()</div><div class="ttdoc">Modify the self-kernel. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00083">fastmks_stat.hpp:83</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a70498ffac0f6346735c0335ca3d71ce7"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a70498ffac0f6346735c0335ca3d71ce7">mlpack::fastmks::FastMKSStat::FastMKSStat</a></div><div class="ttdeci">FastMKSStat()</div><div class="ttdoc">Default initialization. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00031">fastmks_stat.hpp:31</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a82ac304e277e304cbe155e16b29e4869"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a82ac304e277e304cbe155e16b29e4869">mlpack::fastmks::FastMKSStat::Bound</a></div><div class="ttdeci">double Bound() const </div><div class="ttdoc">Get the bound. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00086">fastmks_stat.hpp:86</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a58e4ce9b859cb8d44ec3dd15e90eccc5"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a58e4ce9b859cb8d44ec3dd15e90eccc5">mlpack::fastmks::FastMKSStat::SelfKernel</a></div><div class="ttdeci">double SelfKernel() const </div><div class="ttdoc">Get the self-kernel. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00081">fastmks_stat.hpp:81</a></div></div>
<div class="ttc" id="tree__traits_8hpp_html"><div class="ttname"><a href="tree__traits_8hpp.html">tree_traits.hpp</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_ae812dce3675f067ccdd2a3f4f5407e84"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#ae812dce3675f067ccdd2a3f4f5407e84">mlpack::fastmks::FastMKSStat::LastKernelNode</a></div><div class="ttdeci">void *&amp; LastKernelNode()</div><div class="ttdoc">Modify the address of the node corresponding to the last distance evaluation. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00099">fastmks_stat.hpp:99</a></div></div>
<div class="ttc" id="classmlpack_1_1tree_1_1TreeTraits_html"><div class="ttname"><a href="classmlpack_1_1tree_1_1TreeTraits.html">mlpack::tree::TreeTraits</a></div><div class="ttdoc">The TreeTraits class provides compile-time information on the characteristics of a given tree type...</div><div class="ttdef"><b>Definition:</b> <a href="tree__traits_8hpp_source.html#l00077">tree_traits.hpp:77</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html">mlpack::fastmks::FastMKSStat</a></div><div class="ttdoc">The statistic used in trees with FastMKS. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00025">fastmks_stat.hpp:25</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_aad5b37321e47708d4a8e23aa6bb6fd95"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#aad5b37321e47708d4a8e23aa6bb6fd95">mlpack::fastmks::FastMKSStat::Serialize</a></div><div class="ttdeci">void Serialize(Archive &amp;ar, const unsigned int)</div><div class="ttdoc">Serialize the statistic. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00103">fastmks_stat.hpp:103</a></div></div>
<div class="ttc" id="classmlpack_1_1fastmks_1_1FastMKSStat_html_a8dd89696bddd75be5e5d8e5ee49b3480"><div class="ttname"><a href="classmlpack_1_1fastmks_1_1FastMKSStat.html#a8dd89696bddd75be5e5d8e5ee49b3480">mlpack::fastmks::FastMKSStat::LastKernelNode</a></div><div class="ttdeci">void * LastKernelNode() const </div><div class="ttdoc">Get the address of the node corresponding to the last distance evaluation. </div><div class="ttdef"><b>Definition:</b> <a href="fastmks__stat_8hpp_source.html#l00096">fastmks_stat.hpp:96</a></div></div>
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