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<title>TheAlgorithms/C++: machine_learning::adaline Class Reference</title>
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@@ -121,61 +113,45 @@ $(function(){initNavTree('d6/d30/classmachine__learning_1_1adaline.html','../../
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<div class="header">
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<a href="#pub-methods">Public Member Functions</a> |
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<a href="#pri-methods">Private Member Functions</a> |
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<a href="#pri-attribs">Private Attributes</a> |
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<a href="#friends">Friends</a> |
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<a href="../../d9/d21/classmachine__learning_1_1adaline-members.html">List of all members</a> </div>
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<div class="headertitle"><div class="title">machine_learning::adaline Class Reference</div></div>
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Collaboration diagram for machine_learning::adaline:</div>
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<center><span class="legend">[<a target="top" href="../../graph_legend.html">legend</a>]</span></center></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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<tr class="heading"><td colspan="2"><h2 id="header-pub-methods" 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:a0acbe32aaab897e7939e5b0454035b8c" id="r_a0acbe32aaab897e7939e5b0454035b8c"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="#a0acbe32aaab897e7939e5b0454035b8c">adaline</a> (int num_features, const double <a class="el" href="#a28160d17e492597a2f112e0d38551cda">eta</a>=0.01f, const double <a class="el" href="#aa23d60262f917f35836ef4b1c1d9f7d3">accuracy</a>=1e-5)</td></tr>
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<tr class="separator:a0acbe32aaab897e7939e5b0454035b8c"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ab11242d9ad5b03a75911e29b04f78fd3" id="r_ab11242d9ad5b03a75911e29b04f78fd3"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="#ab11242d9ad5b03a75911e29b04f78fd3">predict</a> (const std::vector< double > &x, double *out=nullptr)</td></tr>
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<tr class="separator:ab11242d9ad5b03a75911e29b04f78fd3"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a74e3c6c037b67895014414c5d75465e5" id="r_a74e3c6c037b67895014414c5d75465e5"><td class="memItemLeft" align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="#a74e3c6c037b67895014414c5d75465e5">fit</a> (const std::vector< double > &x, const int &y)</td></tr>
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<tr class="separator:a74e3c6c037b67895014414c5d75465e5"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a8d61f9ed872eef26bca39388cbda6a91" id="r_a8d61f9ed872eef26bca39388cbda6a91"><td class="memTemplParams" colspan="2">template<size_t N> </td></tr>
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<tr class="memitem:a8d61f9ed872eef26bca39388cbda6a91"><td class="memTemplItemLeft" align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#a8d61f9ed872eef26bca39388cbda6a91">fit</a> (std::array< std::vector< double >, N > const &X, std::array< int, N > const &Y)</td></tr>
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<tr class="separator:a8d61f9ed872eef26bca39388cbda6a91"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a8d61f9ed872eef26bca39388cbda6a91 template"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a8d61f9ed872eef26bca39388cbda6a91">fit</a> (std::array< std::vector< double >, N > const &X, std::array< int, N > const &Y)</td></tr>
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<tr class="memitem:a082f758fb55fe19f22b3df66f89b2325" id="r_a082f758fb55fe19f22b3df66f89b2325"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="#a082f758fb55fe19f22b3df66f89b2325">activation</a> (double x)</td></tr>
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<tr class="separator:a082f758fb55fe19f22b3df66f89b2325"><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-methods" name="pri-methods"></a>
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<tr class="heading"><td colspan="2"><h2 id="header-pri-methods" class="groupheader"><a id="pri-methods" name="pri-methods"></a>
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Private Member Functions</h2></td></tr>
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<tr class="memitem:ac8a9c2aaaa63b0f27ea176857e1e7d56" id="r_ac8a9c2aaaa63b0f27ea176857e1e7d56"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="#ac8a9c2aaaa63b0f27ea176857e1e7d56">check_size_match</a> (const std::vector< double > &x)</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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<tr class="heading"><td colspan="2"><h2 id="header-pri-attribs" 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:a28160d17e492597a2f112e0d38551cda" id="r_a28160d17e492597a2f112e0d38551cda"><td class="memItemLeft" align="right" valign="top">const double </td><td class="memItemRight" valign="bottom"><a class="el" href="#a28160d17e492597a2f112e0d38551cda">eta</a></td></tr>
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<tr class="memdesc:a28160d17e492597a2f112e0d38551cda"><td class="mdescLeft"> </td><td class="mdescRight">learning rate of the algorithm <br /></td></tr>
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<tr class="separator:a28160d17e492597a2f112e0d38551cda"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aa23d60262f917f35836ef4b1c1d9f7d3" id="r_aa23d60262f917f35836ef4b1c1d9f7d3"><td class="memItemLeft" align="right" valign="top">const double </td><td class="memItemRight" valign="bottom"><a class="el" href="#aa23d60262f917f35836ef4b1c1d9f7d3">accuracy</a></td></tr>
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<tr class="memdesc:aa23d60262f917f35836ef4b1c1d9f7d3"><td class="mdescLeft"> </td><td class="mdescRight">model fit convergence accuracy <br /></td></tr>
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<tr class="separator:aa23d60262f917f35836ef4b1c1d9f7d3"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a4cd8fe438032fedaa66f93bfd66f5492" id="r_a4cd8fe438032fedaa66f93bfd66f5492"><td class="memItemLeft" align="right" valign="top">std::vector< double > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a4cd8fe438032fedaa66f93bfd66f5492">weights</a></td></tr>
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<tr class="memdesc:a4cd8fe438032fedaa66f93bfd66f5492"><td class="mdescLeft"> </td><td class="mdescRight">weights of the neural network <br /></td></tr>
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<tr class="separator:a4cd8fe438032fedaa66f93bfd66f5492"><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="friends" name="friends"></a>
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<tr class="heading"><td colspan="2"><h2 id="header-friends" class="groupheader"><a id="friends" name="friends"></a>
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Friends</h2></td></tr>
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<tr class="memitem:ae347040516e995c8fb8ca2e5c0496daa" id="r_ae347040516e995c8fb8ca2e5c0496daa"><td class="memItemLeft" align="right" valign="top">std::ostream & </td><td class="memItemRight" valign="bottom"><a class="el" href="#ae347040516e995c8fb8ca2e5c0496daa">operator<<</a> (std::ostream &out, const <a class="el" href="../../d6/d30/classmachine__learning_1_1adaline.html">adaline</a> &ada)</td></tr>
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<tr class="separator:ae347040516e995c8fb8ca2e5c0496daa"><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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<a name="details" id="details"></a><h2 id="header-details" class="groupheader">Detailed Description</h2>
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<div class="textblock">
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<p class="definition">Definition at line <a class="el" href="../../d5/db0/adaline__learning_8cpp_source.html#l00046">46</a> of file <a class="el" href="../../d5/db0/adaline__learning_8cpp_source.html">adaline_learning.cpp</a>.</p>
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</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
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</div><a name="doc-constructors" id="doc-constructors"></a><h2 id="header-doc-constructors" class="groupheader">Constructor & Destructor Documentation</h2>
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<a id="a0acbe32aaab897e7939e5b0454035b8c" name="a0acbe32aaab897e7939e5b0454035b8c"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#a0acbe32aaab897e7939e5b0454035b8c">◆ </a></span>adaline()</h2>
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@@ -238,7 +214,7 @@ Friends</h2></td></tr>
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</div><!-- fragment -->
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<h2 class="groupheader">Member Function Documentation</h2>
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<a name="doc-func-members" id="doc-func-members"></a><h2 id="header-doc-func-members" class="groupheader">Member Function Documentation</h2>
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<a id="a082f758fb55fe19f22b3df66f89b2325" name="a082f758fb55fe19f22b3df66f89b2325"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#a082f758fb55fe19f22b3df66f89b2325">◆ </a></span>activation()</h2>
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@@ -309,9 +285,9 @@ Friends</h2></td></tr>
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</table>
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</dd>
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</dl>
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<dl class="section return"><dt>Returns</dt><dd><code>true</code> size matches </dd>
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<dl class="section return"><dt>Returns</dt><dd><span class="tt">true</span> size matches </dd>
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<dd>
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<code>false</code> size does not match </dd></dl>
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<span class="tt">false</span> size does not match </dd></dl>
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<p class="definition">Definition at line <a class="el" href="../../d5/db0/adaline__learning_8cpp_source.html#l00196">196</a> of file <a class="el" href="../../d5/db0/adaline__learning_8cpp_source.html">adaline_learning.cpp</a>.</p>
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<div class="fragment"><div class="line"><span class="lineno"> 196</span> {</div>
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@@ -487,7 +463,7 @@ template<size_t N> </div>
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<p>predict the output of the model for given set of features </p><dl class="params"><dt>Parameters</dt><dd>
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<table class="params">
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<tr><td class="paramdir">[in]</td><td class="paramname">x</td><td>input vector </td></tr>
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<tr><td class="paramdir">[out]</td><td class="paramname">out</td><td>optional argument to return neuron output before applying activation function (optional, <code>nullptr</code> to ignore) </td></tr>
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<tr><td class="paramdir">[out]</td><td class="paramname">out</td><td>optional argument to return neuron output before applying activation function (optional, <span class="tt">nullptr</span> to ignore) </td></tr>
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</dl>
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@@ -514,7 +490,7 @@ template<size_t N> </div>
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</div><!-- fragment -->
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<h2 class="groupheader">Friends And Related Symbol Documentation</h2>
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<a name="doc-related-members" id="doc-related-members"></a><h2 id="header-doc-related-members" class="groupheader">Friends And Related Symbol Documentation</h2>
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<a id="ae347040516e995c8fb8ca2e5c0496daa" name="ae347040516e995c8fb8ca2e5c0496daa"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#ae347040516e995c8fb8ca2e5c0496daa">◆ </a></span>operator<<</h2>
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@@ -558,7 +534,7 @@ template<size_t N> </div>
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</div><!-- fragment -->
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</div>
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<h2 class="groupheader">Member Data Documentation</h2>
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<a name="doc-variable-members" id="doc-variable-members"></a><h2 id="header-doc-variable-members" class="groupheader">Member Data Documentation</h2>
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<a id="aa23d60262f917f35836ef4b1c1d9f7d3" name="aa23d60262f917f35836ef4b1c1d9f7d3"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#aa23d60262f917f35836ef4b1c1d9f7d3">◆ </a></span>accuracy</h2>
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@@ -642,11 +618,19 @@ template<size_t N> </div>
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</ul>
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</div><!-- contents -->
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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"><a class="el" href="../../d6/d30/classmachine__learning_1_1adaline.html">adaline</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> 1.13.2 </li>
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<li class="navelem"><a href="../../d8/d77/namespacemachine__learning.html">machine_learning</a></li><li class="navelem"><a href="../../d6/d30/classmachine__learning_1_1adaline.html">adaline</a></li>
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