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<a href="radical_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="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#ifndef MLPACK_METHODS_RADICAL_RADICAL_HPP</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#define MLPACK_METHODS_RADICAL_RADICAL_HPP</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="preprocessor">#include <<a class="code" href="prereqs_8hpp.html">mlpack/prereqs.hpp</a>></span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> </div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00020"></a><span class="lineno"><a class="line" href="namespacemlpack_1_1radical.html"> 20</a></span> <span class="keyword">namespace </span>radical {</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> </div><div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html"> 43</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1radical_1_1Radical.html">Radical</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="l00059"></a><span class="lineno"> 59</span>  <a class="code" href="classmlpack_1_1radical_1_1Radical.html#ad1c87631c64363d72f73d8925b786f9f">Radical</a>(<span class="keyword">const</span> <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#aa41a0f7635ec66752711903266f2c00d">noiseStdDev</a> = 0.175,</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keyword">const</span> <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a1a7e6e2e69e6c90da3a99ef24b02b086">replicates</a> = 30,</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keyword">const</span> <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#af4fa9e46a72c48793944672392b9041d">angles</a> = 150,</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <span class="keyword">const</span> <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a745954758301598ad34af9ef8fa0adc5">sweeps</a> = 0,</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keyword">const</span> <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#ae5b0f6a3b27aa27ab5a54626ba7924a7">m</a> = 0);</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> </div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a4a16b771ff562765e5d1af1eb7f32d73">DoRadical</a>(<span class="keyword">const</span> arma::mat& matX, arma::mat& matY, arma::mat& matW);</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a90ed16b8fe5c6924de5e1912ac54e768">Vasicek</a>(arma::vec& x) <span class="keyword">const</span>;</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> </div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#aea30e5156a066f561c8294b46996d255">CopyAndPerturb</a>(arma::mat& xNew, <span class="keyword">const</span> arma::mat& x) <span class="keyword">const</span>;</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> </div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a8c7b303786a17734fc70171de5361299">DoRadical2D</a>(<span class="keyword">const</span> arma::mat& matX);</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> </div><div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#ae5d46561f11418284a64af8bfc83ffe2"> 95</a></span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#ae5d46561f11418284a64af8bfc83ffe2">NoiseStdDev</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#aa41a0f7635ec66752711903266f2c00d">noiseStdDev</a>; }</div><div class="line"><a name="l00097"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#a6b84dcd16324daff38c0d1b82887deae"> 97</a></span>  <span class="keywordtype">double</span>& <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a6b84dcd16324daff38c0d1b82887deae">NoiseStdDev</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#aa41a0f7635ec66752711903266f2c00d">noiseStdDev</a>; }</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span> </div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#afd2efae93e53a97a9619dab1780b1e48"> 100</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#afd2efae93e53a97a9619dab1780b1e48">Replicates</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a1a7e6e2e69e6c90da3a99ef24b02b086">replicates</a>; }</div><div class="line"><a name="l00102"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#aa8e538bda62339fed17a7776226f1ad6"> 102</a></span>  <span class="keywordtype">size_t</span>& <a class="code" href="classmlpack_1_1radical_1_1Radical.html#aa8e538bda62339fed17a7776226f1ad6">Replicates</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a1a7e6e2e69e6c90da3a99ef24b02b086">replicates</a>; }</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> </div><div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#a7074ecc00aa5d7fa40e376f2f8f9d3c8"> 105</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a7074ecc00aa5d7fa40e376f2f8f9d3c8">Angles</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#af4fa9e46a72c48793944672392b9041d">angles</a>; }</div><div class="line"><a name="l00107"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#a8bfdd20f3642a834f0ced3ae0c9d82ca"> 107</a></span>  <span class="keywordtype">size_t</span>& <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a8bfdd20f3642a834f0ced3ae0c9d82ca">Angles</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#af4fa9e46a72c48793944672392b9041d">angles</a>; }</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span> </div><div class="line"><a name="l00110"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#a0c1245b5dcd0359a55155c89174fd325"> 110</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a0c1245b5dcd0359a55155c89174fd325">Sweeps</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a745954758301598ad34af9ef8fa0adc5">sweeps</a>; }</div><div class="line"><a name="l00112"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#a7e06e79989c125b564d5bda93286e37e"> 112</a></span>  <span class="keywordtype">size_t</span>& <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a7e06e79989c125b564d5bda93286e37e">Sweeps</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a745954758301598ad34af9ef8fa0adc5">sweeps</a>; }</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span> </div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00117"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#aa41a0f7635ec66752711903266f2c00d"> 117</a></span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#aa41a0f7635ec66752711903266f2c00d">noiseStdDev</a>;</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> </div><div class="line"><a name="l00120"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#a1a7e6e2e69e6c90da3a99ef24b02b086"> 120</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a1a7e6e2e69e6c90da3a99ef24b02b086">replicates</a>;</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> </div><div class="line"><a name="l00123"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#af4fa9e46a72c48793944672392b9041d"> 123</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#af4fa9e46a72c48793944672392b9041d">angles</a>;</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span> </div><div class="line"><a name="l00127"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#a745954758301598ad34af9ef8fa0adc5"> 127</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a745954758301598ad34af9ef8fa0adc5">sweeps</a>;</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> </div><div class="line"><a name="l00130"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#ae5b0f6a3b27aa27ab5a54626ba7924a7"> 130</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1radical_1_1Radical.html#ae5b0f6a3b27aa27ab5a54626ba7924a7">m</a>;</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> </div><div class="line"><a name="l00133"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#a73abbb7691ed3022235b1b3694740fe7"> 133</a></span>  arma::mat <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a73abbb7691ed3022235b1b3694740fe7">perturbed</a>;</div><div class="line"><a name="l00135"></a><span class="lineno"><a class="line" href="classmlpack_1_1radical_1_1Radical.html#a587c33208fe08226395d51418cac2933"> 135</a></span>  arma::mat <a class="code" href="classmlpack_1_1radical_1_1Radical.html#a587c33208fe08226395d51418cac2933">candidate</a>;</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</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> <span class="keywordtype">void</span> <a class="code" href="namespacemlpack_1_1radical.html#ad2cb37f7f394d92d8fa93e154713b841">WhitenFeatureMajorMatrix</a>(<span class="keyword">const</span> arma::mat& matX,</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  arma::mat& matXWhitened,</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  arma::mat& matWhitening);</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> </div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> } <span class="comment">// namespace radical</span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> </div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> <span class="preprocessor">#endif</span></div><div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_a90ed16b8fe5c6924de5e1912ac54e768"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a90ed16b8fe5c6924de5e1912ac54e768">mlpack::radical::Radical::Vasicek</a></div><div class="ttdeci">double Vasicek(arma::vec &x) const </div><div class="ttdoc">Vasicek&#39;s m-spacing estimator of entropy, with overlap modification from (Learned-Miller and Fisher...</div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_aa8e538bda62339fed17a7776226f1ad6"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#aa8e538bda62339fed17a7776226f1ad6">mlpack::radical::Radical::Replicates</a></div><div class="ttdeci">size_t & Replicates()</div><div class="ttdoc">Modify the number of Gaussian-perturbed replicates used per point. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00102">radical.hpp:102</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_a6b84dcd16324daff38c0d1b82887deae"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a6b84dcd16324daff38c0d1b82887deae">mlpack::radical::Radical::NoiseStdDev</a></div><div class="ttdeci">double & NoiseStdDev()</div><div class="ttdoc">Modify the standard deviation of the additive Gaussian noise. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00097">radical.hpp:97</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_1radical_1_1Radical_html_a1a7e6e2e69e6c90da3a99ef24b02b086"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a1a7e6e2e69e6c90da3a99ef24b02b086">mlpack::radical::Radical::replicates</a></div><div class="ttdeci">size_t replicates</div><div class="ttdoc">Number of Gaussian-perturbed replicates to use (per point) in Radical2D. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00120">radical.hpp:120</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_a73abbb7691ed3022235b1b3694740fe7"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a73abbb7691ed3022235b1b3694740fe7">mlpack::radical::Radical::perturbed</a></div><div class="ttdeci">arma::mat perturbed</div><div class="ttdoc">Internal matrix, held as member variable to prevent memory reallocations. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00133">radical.hpp:133</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_a7e06e79989c125b564d5bda93286e37e"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a7e06e79989c125b564d5bda93286e37e">mlpack::radical::Radical::Sweeps</a></div><div class="ttdeci">size_t & Sweeps()</div><div class="ttdoc">Modify the number of sweeps. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00112">radical.hpp:112</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_a8bfdd20f3642a834f0ced3ae0c9d82ca"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a8bfdd20f3642a834f0ced3ae0c9d82ca">mlpack::radical::Radical::Angles</a></div><div class="ttdeci">size_t & Angles()</div><div class="ttdoc">Modify the number of angles considered during brute-force search. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00107">radical.hpp:107</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_aa41a0f7635ec66752711903266f2c00d"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#aa41a0f7635ec66752711903266f2c00d">mlpack::radical::Radical::noiseStdDev</a></div><div class="ttdeci">double noiseStdDev</div><div class="ttdoc">Standard deviation of the Gaussian noise added to the replicates of the data points during Radical2D...</div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00117">radical.hpp:117</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_ae5d46561f11418284a64af8bfc83ffe2"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#ae5d46561f11418284a64af8bfc83ffe2">mlpack::radical::Radical::NoiseStdDev</a></div><div class="ttdeci">double NoiseStdDev() const </div><div class="ttdoc">Get the standard deviation of the additive Gaussian noise. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00095">radical.hpp:95</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_a7074ecc00aa5d7fa40e376f2f8f9d3c8"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a7074ecc00aa5d7fa40e376f2f8f9d3c8">mlpack::radical::Radical::Angles</a></div><div class="ttdeci">size_t Angles() const </div><div class="ttdoc">Get the number of angles considered during brute-force search. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00105">radical.hpp:105</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_af4fa9e46a72c48793944672392b9041d"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#af4fa9e46a72c48793944672392b9041d">mlpack::radical::Radical::angles</a></div><div class="ttdeci">size_t angles</div><div class="ttdoc">Number of angles to consider in brute-force search during Radical2D. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00123">radical.hpp:123</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_a4a16b771ff562765e5d1af1eb7f32d73"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a4a16b771ff562765e5d1af1eb7f32d73">mlpack::radical::Radical::DoRadical</a></div><div class="ttdeci">void DoRadical(const arma::mat &matX, arma::mat &matY, arma::mat &matW)</div><div class="ttdoc">Run RADICAL. </div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_a0c1245b5dcd0359a55155c89174fd325"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a0c1245b5dcd0359a55155c89174fd325">mlpack::radical::Radical::Sweeps</a></div><div class="ttdeci">size_t Sweeps() const </div><div class="ttdoc">Get the number of sweeps. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00110">radical.hpp:110</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_ae5b0f6a3b27aa27ab5a54626ba7924a7"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#ae5b0f6a3b27aa27ab5a54626ba7924a7">mlpack::radical::Radical::m</a></div><div class="ttdeci">size_t m</div><div class="ttdoc">Value of m to use for Vasicek&#39;s m-spacing estimator of entropy. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00130">radical.hpp:130</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_aea30e5156a066f561c8294b46996d255"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#aea30e5156a066f561c8294b46996d255">mlpack::radical::Radical::CopyAndPerturb</a></div><div class="ttdeci">void CopyAndPerturb(arma::mat &xNew, const arma::mat &x) const </div><div class="ttdoc">Make replicates of each data point (the number of replicates is set in either the constructor or with...</div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_a8c7b303786a17734fc70171de5361299"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a8c7b303786a17734fc70171de5361299">mlpack::radical::Radical::DoRadical2D</a></div><div class="ttdeci">double DoRadical2D(const arma::mat &matX)</div><div class="ttdoc">Two-dimensional version of RADICAL. </div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html">mlpack::radical::Radical</a></div><div class="ttdoc">An implementation of RADICAL, an algorithm for independent component analysis (ICA). </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00043">radical.hpp:43</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_a587c33208fe08226395d51418cac2933"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a587c33208fe08226395d51418cac2933">mlpack::radical::Radical::candidate</a></div><div class="ttdeci">arma::mat candidate</div><div class="ttdoc">Internal matrix, held as member variable to prevent memory reallocations. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00135">radical.hpp:135</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_afd2efae93e53a97a9619dab1780b1e48"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#afd2efae93e53a97a9619dab1780b1e48">mlpack::radical::Radical::Replicates</a></div><div class="ttdeci">size_t Replicates() const </div><div class="ttdoc">Get the number of Gaussian-perturbed replicates used per point. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00100">radical.hpp:100</a></div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_ad1c87631c64363d72f73d8925b786f9f"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#ad1c87631c64363d72f73d8925b786f9f">mlpack::radical::Radical::Radical</a></div><div class="ttdeci">Radical(const double noiseStdDev=0.175, const size_t replicates=30, const size_t angles=150, const size_t sweeps=0, const size_t m=0)</div><div class="ttdoc">Set the parameters to RADICAL. </div></div>
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<div class="ttc" id="namespacemlpack_1_1radical_html_ad2cb37f7f394d92d8fa93e154713b841"><div class="ttname"><a href="namespacemlpack_1_1radical.html#ad2cb37f7f394d92d8fa93e154713b841">mlpack::radical::WhitenFeatureMajorMatrix</a></div><div class="ttdeci">void WhitenFeatureMajorMatrix(const arma::mat &matX, arma::mat &matXWhitened, arma::mat &matWhitening)</div></div>
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<div class="ttc" id="classmlpack_1_1radical_1_1Radical_html_a745954758301598ad34af9ef8fa0adc5"><div class="ttname"><a href="classmlpack_1_1radical_1_1Radical.html#a745954758301598ad34af9ef8fa0adc5">mlpack::radical::Radical::sweeps</a></div><div class="ttdeci">size_t sweeps</div><div class="ttdoc">Number of sweeps; each sweep calls Radical2D once for each pair of dimensions. </div><div class="ttdef"><b>Definition:</b> <a href="radical_8hpp_source.html#l00127">radical.hpp:127</a></div></div>
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