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<div id="projectname">SVM Classifier C++<span id="projectnumber">&#160;1.0.0</span>
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<div id="projectbrief">High-performance Support Vector Machine classifier with scikit-learn compatible API</div>
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<li class="navelem"><b>svm_classifier</b></li><li class="navelem"><a class="el" href="structsvm__classifier_1_1EvaluationMetrics.html">EvaluationMetrics</a></li> </ul>
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<a href="#pub-attribs">Public Attributes</a> &#124;
<a href="structsvm__classifier_1_1EvaluationMetrics-members.html">List of all members</a> </div>
<div class="headertitle"><div class="title">svm_classifier::EvaluationMetrics Struct Reference</div></div>
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<p>Model evaluation metrics.
<a href="structsvm__classifier_1_1EvaluationMetrics.html#details">More...</a></p>
<p><code>#include &lt;<a class="el" href="types_8hpp_source.html">types.hpp</a>&gt;</code></p>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-attribs" name="pub-attribs"></a>
Public Attributes</h2></td></tr>
<tr class="memitem:abe60e87c99b8b3c4499e602d8c26847a" id="r_abe60e87c99b8b3c4499e602d8c26847a"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structsvm__classifier_1_1EvaluationMetrics.html#abe60e87c99b8b3c4499e602d8c26847a">accuracy</a> = 0.0</td></tr>
<tr class="memdesc:abe60e87c99b8b3c4499e602d8c26847a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Classification accuracy. <br /></td></tr>
<tr class="separator:abe60e87c99b8b3c4499e602d8c26847a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad2ee81c9b36abcfb04598110402c242f" id="r_ad2ee81c9b36abcfb04598110402c242f"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structsvm__classifier_1_1EvaluationMetrics.html#ad2ee81c9b36abcfb04598110402c242f">precision</a> = 0.0</td></tr>
<tr class="memdesc:ad2ee81c9b36abcfb04598110402c242f"><td class="mdescLeft">&#160;</td><td class="mdescRight">Macro-averaged precision. <br /></td></tr>
<tr class="separator:ad2ee81c9b36abcfb04598110402c242f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a78b1a0c50c4722bf73941a64e3a15e8f" id="r_a78b1a0c50c4722bf73941a64e3a15e8f"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structsvm__classifier_1_1EvaluationMetrics.html#a78b1a0c50c4722bf73941a64e3a15e8f">recall</a> = 0.0</td></tr>
<tr class="memdesc:a78b1a0c50c4722bf73941a64e3a15e8f"><td class="mdescLeft">&#160;</td><td class="mdescRight">Macro-averaged recall. <br /></td></tr>
<tr class="separator:a78b1a0c50c4722bf73941a64e3a15e8f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a0eca4a2bc01318bb641f384abd0a47bc" id="r_a0eca4a2bc01318bb641f384abd0a47bc"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structsvm__classifier_1_1EvaluationMetrics.html#a0eca4a2bc01318bb641f384abd0a47bc">f1_score</a> = 0.0</td></tr>
<tr class="memdesc:a0eca4a2bc01318bb641f384abd0a47bc"><td class="mdescLeft">&#160;</td><td class="mdescRight">Macro-averaged F1-score. <br /></td></tr>
<tr class="separator:a0eca4a2bc01318bb641f384abd0a47bc"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a843fbb476ae6bf24d7f72dabc3ef334a" id="r_a843fbb476ae6bf24d7f72dabc3ef334a"><td class="memItemLeft" align="right" valign="top">std::vector&lt; std::vector&lt; int &gt; &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structsvm__classifier_1_1EvaluationMetrics.html#a843fbb476ae6bf24d7f72dabc3ef334a">confusion_matrix</a></td></tr>
<tr class="memdesc:a843fbb476ae6bf24d7f72dabc3ef334a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Confusion matrix. <br /></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Model evaluation metrics. </p>
<p class="definition">Definition at line <a class="el" href="types_8hpp_source.html#l00070">70</a> of file <a class="el" href="types_8hpp_source.html">types.hpp</a>.</p>
</div><h2 class="groupheader">Member Data Documentation</h2>
<a id="abe60e87c99b8b3c4499e602d8c26847a" name="abe60e87c99b8b3c4499e602d8c26847a"></a>
<h2 class="memtitle"><span class="permalink"><a href="#abe60e87c99b8b3c4499e602d8c26847a">&#9670;&#160;</a></span>accuracy</h2>
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<td class="memname">double svm_classifier::EvaluationMetrics::accuracy = 0.0</td>
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<p>Classification accuracy. </p>
<p class="definition">Definition at line <a class="el" href="types_8hpp_source.html#l00071">71</a> of file <a class="el" href="types_8hpp_source.html">types.hpp</a>.</p>
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<a id="a843fbb476ae6bf24d7f72dabc3ef334a" name="a843fbb476ae6bf24d7f72dabc3ef334a"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a843fbb476ae6bf24d7f72dabc3ef334a">&#9670;&#160;</a></span>confusion_matrix</h2>
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<td class="memname">std::vector&lt;std::vector&lt;int&gt; &gt; svm_classifier::EvaluationMetrics::confusion_matrix</td>
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<p>Confusion matrix. </p>
<p class="definition">Definition at line <a class="el" href="types_8hpp_source.html#l00075">75</a> of file <a class="el" href="types_8hpp_source.html">types.hpp</a>.</p>
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<a id="a0eca4a2bc01318bb641f384abd0a47bc" name="a0eca4a2bc01318bb641f384abd0a47bc"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a0eca4a2bc01318bb641f384abd0a47bc">&#9670;&#160;</a></span>f1_score</h2>
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<td class="memname">double svm_classifier::EvaluationMetrics::f1_score = 0.0</td>
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<p>Macro-averaged F1-score. </p>
<p class="definition">Definition at line <a class="el" href="types_8hpp_source.html#l00074">74</a> of file <a class="el" href="types_8hpp_source.html">types.hpp</a>.</p>
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<a id="ad2ee81c9b36abcfb04598110402c242f" name="ad2ee81c9b36abcfb04598110402c242f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ad2ee81c9b36abcfb04598110402c242f">&#9670;&#160;</a></span>precision</h2>
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<td class="memname">double svm_classifier::EvaluationMetrics::precision = 0.0</td>
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<p>Macro-averaged precision. </p>
<p class="definition">Definition at line <a class="el" href="types_8hpp_source.html#l00072">72</a> of file <a class="el" href="types_8hpp_source.html">types.hpp</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a78b1a0c50c4722bf73941a64e3a15e8f">&#9670;&#160;</a></span>recall</h2>
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<td class="memname">double svm_classifier::EvaluationMetrics::recall = 0.0</td>
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<p>Macro-averaged recall. </p>
<p class="definition">Definition at line <a class="el" href="types_8hpp_source.html#l00073">73</a> of file <a class="el" href="types_8hpp_source.html">types.hpp</a>.</p>
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<hr/>The documentation for this struct was generated from the following file:<ul>
<li>include/svm_classifier/<a class="el" href="types_8hpp_source.html">types.hpp</a></li>
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