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<title>Algorithms_in_C++: machine_learning::k_nearest_neighbors::Knn Class Reference</title>
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@@ -115,34 +115,32 @@ Collaboration diagram for machine_learning::k_nearest_neighbors::Knn:</div>
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<table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
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Public Member Functions</h2></td></tr>
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<tr class="memitem:a188d29ffcefdb5900a8cd41eccd89200"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a188d29ffcefdb5900a8cd41eccd89200">Knn</a> (<a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< double > > &X, <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< int > &Y)</td></tr>
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<tr class="memitem:a188d29ffcefdb5900a8cd41eccd89200" id="r_a188d29ffcefdb5900a8cd41eccd89200"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a188d29ffcefdb5900a8cd41eccd89200">Knn</a> (<a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< double > > &X, <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< int > &Y)</td></tr>
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<tr class="memdesc:a188d29ffcefdb5900a8cd41eccd89200"><td class="mdescLeft"> </td><td class="mdescRight">Construct a new <a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html" title="K-Nearest Neighbors (Knn) class using Euclidean distance as distance metric.">Knn</a> object. <br /></td></tr>
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<tr class="separator:a188d29ffcefdb5900a8cd41eccd89200"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a9f5885c40112481ae5b588fe81d7910b"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a9f5885c40112481ae5b588fe81d7910b">Knn</a> (const <a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> &model)=default</td></tr>
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<tr class="memitem:a9f5885c40112481ae5b588fe81d7910b" id="r_a9f5885c40112481ae5b588fe81d7910b"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a9f5885c40112481ae5b588fe81d7910b">Knn</a> (const <a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> &model)=default</td></tr>
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<tr class="separator:a9f5885c40112481ae5b588fe81d7910b"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a080f5b1742832a03c1cbba596a48bd1a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a080f5b1742832a03c1cbba596a48bd1a">operator=</a> (const <a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> &model)=default</td></tr>
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<tr class="memitem:a080f5b1742832a03c1cbba596a48bd1a" id="r_a080f5b1742832a03c1cbba596a48bd1a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a080f5b1742832a03c1cbba596a48bd1a">operator=</a> (const <a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> &model)=default</td></tr>
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<tr class="memitem:a4b17dcf17c847f0295b60029512c120e"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a4b17dcf17c847f0295b60029512c120e">Knn</a> (<a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> &&)=default</td></tr>
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<tr class="memitem:a4b17dcf17c847f0295b60029512c120e" id="r_a4b17dcf17c847f0295b60029512c120e"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a4b17dcf17c847f0295b60029512c120e">Knn</a> (<a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> &&)=default</td></tr>
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<tr class="separator:a4b17dcf17c847f0295b60029512c120e"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ac06986d5afddc767ddba4da738f75563"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#ac06986d5afddc767ddba4da738f75563">operator=</a> (<a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> &&)=default</td></tr>
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<tr class="memitem:ac06986d5afddc767ddba4da738f75563" id="r_ac06986d5afddc767ddba4da738f75563"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#ac06986d5afddc767ddba4da738f75563">operator=</a> (<a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a> &&)=default</td></tr>
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<tr class="separator:ac06986d5afddc767ddba4da738f75563"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:afe732a33112b457b738f403622d226e5"><td class="memItemLeft" align="right" valign="top"><a id="afe732a33112b457b738f403622d226e5" name="afe732a33112b457b738f403622d226e5"></a>
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<tr class="memitem:afe732a33112b457b738f403622d226e5" id="r_afe732a33112b457b738f403622d226e5"><td class="memItemLeft" align="right" valign="top"><a id="afe732a33112b457b738f403622d226e5" name="afe732a33112b457b738f403622d226e5"></a>
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 </td><td class="memItemRight" valign="bottom"><b>~Knn</b> ()=default</td></tr>
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<tr class="memdesc:afe732a33112b457b738f403622d226e5"><td class="mdescLeft"> </td><td class="mdescRight">Destroy the <a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html" title="K-Nearest Neighbors (Knn) class using Euclidean distance as distance metric.">Knn</a> object. <br /></td></tr>
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<tr class="separator:afe732a33112b457b738f403622d226e5"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a62e152db014cd4de675fa906e5ef2861"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a62e152db014cd4de675fa906e5ef2861">predict</a> (<a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< double > &sample, int k)</td></tr>
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<tr class="memitem:a62e152db014cd4de675fa906e5ef2861" id="r_a62e152db014cd4de675fa906e5ef2861"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a62e152db014cd4de675fa906e5ef2861">predict</a> (<a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< double > &sample, int k)</td></tr>
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<tr class="memdesc:a62e152db014cd4de675fa906e5ef2861"><td class="mdescLeft"> </td><td class="mdescRight">Classify sample. <br /></td></tr>
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<tr class="separator:a62e152db014cd4de675fa906e5ef2861"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pri-attribs" name="pri-attribs"></a>
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Private Attributes</h2></td></tr>
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<tr class="memitem:a16ddc13621eec6ac5f83658b3401a581"><td class="memItemLeft" align="right" valign="top"><a id="a16ddc13621eec6ac5f83658b3401a581" name="a16ddc13621eec6ac5f83658b3401a581"></a>
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<a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< double > > </td><td class="memItemRight" valign="bottom"><b>X_</b> {}</td></tr>
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<tr class="memdesc:a16ddc13621eec6ac5f83658b3401a581"><td class="mdescLeft"> </td><td class="mdescRight">attributes vector <br /></td></tr>
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<tr class="memitem:a16ddc13621eec6ac5f83658b3401a581" id="r_a16ddc13621eec6ac5f83658b3401a581"><td class="memItemLeft" align="right" valign="top"><a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< double > > </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a16ddc13621eec6ac5f83658b3401a581">X_</a> {}</td></tr>
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<tr class="memdesc:a16ddc13621eec6ac5f83658b3401a581"><td class="mdescLeft"> </td><td class="mdescRight">attributes vector <br /></td></tr>
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<tr class="separator:a16ddc13621eec6ac5f83658b3401a581"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a209383503fb6c03afac405a80bace964"><td class="memItemLeft" align="right" valign="top"><a id="a209383503fb6c03afac405a80bace964" name="a209383503fb6c03afac405a80bace964"></a>
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<a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< int > </td><td class="memItemRight" valign="bottom"><b>Y_</b> {}</td></tr>
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<tr class="memdesc:a209383503fb6c03afac405a80bace964"><td class="mdescLeft"> </td><td class="mdescRight">labels vector <br /></td></tr>
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<tr class="memitem:a209383503fb6c03afac405a80bace964" id="r_a209383503fb6c03afac405a80bace964"><td class="memItemLeft" align="right" valign="top"><a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>< int > </td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html#a209383503fb6c03afac405a80bace964">Y_</a> {}</td></tr>
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<tr class="memdesc:a209383503fb6c03afac405a80bace964"><td class="mdescLeft"> </td><td class="mdescRight">labels vector <br /></td></tr>
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<tr class="separator:a209383503fb6c03afac405a80bace964"><td class="memSeparator" colspan="2"> </td></tr>
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</table>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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@@ -402,6 +400,57 @@ Here is the call graph for this function:</div>
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<div class="center"><iframe scrolling="no" frameborder="0" src="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn_a62e152db014cd4de675fa906e5ef2861_cgraph.svg" width="551" height="440"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
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</div>
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</div>
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</div>
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<h2 class="groupheader">Member Data Documentation</h2>
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<a id="a16ddc13621eec6ac5f83658b3401a581" name="a16ddc13621eec6ac5f83658b3401a581"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#a16ddc13621eec6ac5f83658b3401a581">◆ </a></span>X_</h2>
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<div class="memitem">
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<div class="memproto">
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<table class="mlabels">
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<tr>
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<td class="mlabels-left">
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<table class="memname">
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<tr>
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<td class="memname"><a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a><<a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a><double> > machine_learning::k_nearest_neighbors::Knn::X_ {}</td>
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<td class="mlabels-right">
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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<p>attributes vector </p>
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<div class="fragment"><div class="line"><span class="lineno"> 57</span>{}; <span class="comment">///< attributes vector</span></div>
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</div><!-- fragment -->
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<a id="a209383503fb6c03afac405a80bace964" name="a209383503fb6c03afac405a80bace964"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#a209383503fb6c03afac405a80bace964">◆ </a></span>Y_</h2>
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<div class="memitem">
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<div class="memproto">
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<table class="mlabels">
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<td class="memname"><a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a><int> machine_learning::k_nearest_neighbors::Knn::Y_ {}</td>
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</tr>
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</table>
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</td>
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<td class="mlabels-right">
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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</tr>
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</div><div class="memdoc">
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<p>labels vector </p>
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<div class="fragment"><div class="line"><span class="lineno"> 58</span>{}; <span class="comment">///< labels vector</span></div>
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</div><!-- fragment -->
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</div>
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</div>
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<hr/>The documentation for this class was generated from the following file:<ul>
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<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
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<ul>
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<li class="navelem"><a class="el" href="../../d8/d77/namespacemachine__learning.html">machine_learning</a></li><li class="navelem"><b>k_nearest_neighbors</b></li><li class="navelem"><a class="el" href="../../da/d94/classmachine__learning_1_1k__nearest__neighbors_1_1_knn.html">Knn</a></li>
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<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="../../doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.9.7 </li>
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<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="../../doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.9.8 </li>
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</ul>
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</div>
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</body>
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@@ -1,32 +1,32 @@
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Reference in New Issue
Block a user