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Refactor coverage report generation

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Add some tests to reach 99%
This commit is contained in:
Ricardo Montañana Gómez
2024-05-06 17:56:00 +02:00
parent 0ec53f405f
commit ced29a2c2e
1091 changed files with 9366 additions and 373937 deletions
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20
html/bayesnet/feature_selection/CFS.cc.func-c.html
View File

@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/CFS.cc - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/CFS.cc - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - CFS.cc<span style="font-size: 80%;"> (<a href="CFS.cc.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - CFS.cc<span style="font-size: 80%;"> (<a href="CFS.cc.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">97.8&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,14 +73,14 @@
<tr>
<td class="coverFn"><a href="CFS.cc.gcov.html#L9">bayesnet::CFS::fit()</a></td>
<td class="coverFnHi">12</td>
<td class="coverFnHi">48</td>
</tr>
<tr>
<td class="coverFn"><a href="CFS.cc.gcov.html#L43">bayesnet::CFS::computeContinueCondition(std::vector&lt;int, std::allocator&lt;int&gt; &gt; const&amp;)</a></td>
<td class="coverFnHi">56</td>
<td class="coverFnHi">220</td>
</tr>

20
html/bayesnet/feature_selection/CFS.cc.func.html
View File

@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/CFS.cc - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/CFS.cc - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - CFS.cc<span style="font-size: 80%;"> (<a href="CFS.cc.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - CFS.cc<span style="font-size: 80%;"> (<a href="CFS.cc.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">97.8&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,14 +73,14 @@
<tr>
<td class="coverFn"><a href="CFS.cc.gcov.html#L43">bayesnet::CFS::computeContinueCondition(std::vector&lt;int, std::allocator&lt;int&gt; &gt; const&amp;)</a></td>
<td class="coverFnHi">56</td>
<td class="coverFnHi">220</td>
</tr>
<tr>
<td class="coverFn"><a href="CFS.cc.gcov.html#L9">bayesnet::CFS::fit()</a></td>
<td class="coverFnHi">12</td>
<td class="coverFnHi">48</td>
</tr>

19
html/bayesnet/feature_selection/CFS.cc.gcov.frameset.html Normal file
View File

@@ -0,0 +1,19 @@
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Frameset//EN">
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/CFS.cc</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
<frameset cols="120,*">
<frame src="CFS.cc.gcov.overview.html" name="overview">
<frame src="CFS.cc.gcov.html" name="source">
<noframes>
<center>Frames not supported by your browser!<br></center>
</noframes>
</frameset>
</html>

104
html/bayesnet/feature_selection/CFS.cc.gcov.html
View File

@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/CFS.cc</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/CFS.cc</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - CFS.cc<span style="font-size: 80%;"> (source / <a href="CFS.cc.func-c.html">functions</a>)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - CFS.cc<span style="font-size: 80%;"> (source / <a href="CFS.cc.func-c.html">functions</a>)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">97.8&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -70,46 +78,46 @@
<span id="L8"><span class="lineNum"> 8</span> : #include &quot;bayesnet/utils/bayesnetUtils.h&quot;</span>
<span id="L9"><span class="lineNum"> 9</span> : #include &quot;CFS.h&quot;</span>
<span id="L10"><span class="lineNum"> 10</span> : namespace bayesnet {</span>
<span id="L11"><span class="lineNum"> 11</span> <span class="tlaGNC tlaBgGNC"> 12 : void CFS::fit()</span></span>
<span id="L11"><span class="lineNum"> 11</span> <span class="tlaGNC tlaBgGNC"> 48 : void CFS::fit()</span></span>
<span id="L12"><span class="lineNum"> 12</span> : {</span>
<span id="L13"><span class="lineNum"> 13</span> <span class="tlaGNC"> 12 : initialize();</span></span>
<span id="L14"><span class="lineNum"> 14</span> <span class="tlaGNC"> 12 : computeSuLabels();</span></span>
<span id="L15"><span class="lineNum"> 15</span> <span class="tlaGNC"> 12 : auto featureOrder = argsort(suLabels); // sort descending order</span></span>
<span id="L16"><span class="lineNum"> 16</span> <span class="tlaGNC"> 12 : auto continueCondition = true;</span></span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 12 : auto feature = featureOrder[0];</span></span>
<span id="L18"><span class="lineNum"> 18</span> <span class="tlaGNC"> 12 : selectedFeatures.push_back(feature);</span></span>
<span id="L19"><span class="lineNum"> 19</span> <span class="tlaGNC"> 12 : selectedScores.push_back(suLabels[feature]);</span></span>
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 12 : featureOrder.erase(featureOrder.begin());</span></span>
<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 68 : while (continueCondition) {</span></span>
<span id="L22"><span class="lineNum"> 22</span> <span class="tlaGNC"> 56 : double merit = std::numeric_limits&lt;double&gt;::lowest();</span></span>
<span id="L23"><span class="lineNum"> 23</span> <span class="tlaGNC"> 56 : int bestFeature = -1;</span></span>
<span id="L24"><span class="lineNum"> 24</span> <span class="tlaGNC"> 328 : for (auto feature : featureOrder) {</span></span>
<span id="L25"><span class="lineNum"> 25</span> <span class="tlaGNC"> 272 : selectedFeatures.push_back(feature);</span></span>
<span id="L13"><span class="lineNum"> 13</span> <span class="tlaGNC"> 48 : initialize();</span></span>
<span id="L14"><span class="lineNum"> 14</span> <span class="tlaGNC"> 48 : computeSuLabels();</span></span>
<span id="L15"><span class="lineNum"> 15</span> <span class="tlaGNC"> 48 : auto featureOrder = argsort(suLabels); // sort descending order</span></span>
<span id="L16"><span class="lineNum"> 16</span> <span class="tlaGNC"> 48 : auto continueCondition = true;</span></span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 48 : auto feature = featureOrder[0];</span></span>
<span id="L18"><span class="lineNum"> 18</span> <span class="tlaGNC"> 48 : selectedFeatures.push_back(feature);</span></span>
<span id="L19"><span class="lineNum"> 19</span> <span class="tlaGNC"> 48 : selectedScores.push_back(suLabels[feature]);</span></span>
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 48 : featureOrder.erase(featureOrder.begin());</span></span>
<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 268 : while (continueCondition) {</span></span>
<span id="L22"><span class="lineNum"> 22</span> <span class="tlaGNC"> 220 : double merit = std::numeric_limits&lt;double&gt;::lowest();</span></span>
<span id="L23"><span class="lineNum"> 23</span> <span class="tlaGNC"> 220 : int bestFeature = -1;</span></span>
<span id="L24"><span class="lineNum"> 24</span> <span class="tlaGNC"> 1250 : for (auto feature : featureOrder) {</span></span>
<span id="L25"><span class="lineNum"> 25</span> <span class="tlaGNC"> 1030 : selectedFeatures.push_back(feature);</span></span>
<span id="L26"><span class="lineNum"> 26</span> : // Compute merit with selectedFeatures</span>
<span id="L27"><span class="lineNum"> 27</span> <span class="tlaGNC"> 272 : auto meritNew = computeMeritCFS();</span></span>
<span id="L28"><span class="lineNum"> 28</span> <span class="tlaGNC"> 272 : if (meritNew &gt; merit) {</span></span>
<span id="L29"><span class="lineNum"> 29</span> <span class="tlaGNC"> 114 : merit = meritNew;</span></span>
<span id="L30"><span class="lineNum"> 30</span> <span class="tlaGNC"> 114 : bestFeature = feature;</span></span>
<span id="L27"><span class="lineNum"> 27</span> <span class="tlaGNC"> 1030 : auto meritNew = computeMeritCFS();</span></span>
<span id="L28"><span class="lineNum"> 28</span> <span class="tlaGNC"> 1030 : if (meritNew &gt; merit) {</span></span>
<span id="L29"><span class="lineNum"> 29</span> <span class="tlaGNC"> 450 : merit = meritNew;</span></span>
<span id="L30"><span class="lineNum"> 30</span> <span class="tlaGNC"> 450 : bestFeature = feature;</span></span>
<span id="L31"><span class="lineNum"> 31</span> : }</span>
<span id="L32"><span class="lineNum"> 32</span> <span class="tlaGNC"> 272 : selectedFeatures.pop_back();</span></span>
<span id="L32"><span class="lineNum"> 32</span> <span class="tlaGNC"> 1030 : selectedFeatures.pop_back();</span></span>
<span id="L33"><span class="lineNum"> 33</span> : }</span>
<span id="L34"><span class="lineNum"> 34</span> <span class="tlaGNC"> 56 : if (bestFeature == -1) {</span></span>
<span id="L34"><span class="lineNum"> 34</span> <span class="tlaGNC"> 220 : if (bestFeature == -1) {</span></span>
<span id="L35"><span class="lineNum"> 35</span> : // meritNew has to be nan due to constant features</span>
<span id="L36"><span class="lineNum"> 36</span> <span class="tlaUNC tlaBgUNC"> 0 : break;</span></span>
<span id="L37"><span class="lineNum"> 37</span> : }</span>
<span id="L38"><span class="lineNum"> 38</span> <span class="tlaGNC tlaBgGNC"> 56 : selectedFeatures.push_back(bestFeature);</span></span>
<span id="L39"><span class="lineNum"> 39</span> <span class="tlaGNC"> 56 : selectedScores.push_back(merit);</span></span>
<span id="L40"><span class="lineNum"> 40</span> <span class="tlaGNC"> 56 : featureOrder.erase(remove(featureOrder.begin(), featureOrder.end(), bestFeature), featureOrder.end());</span></span>
<span id="L41"><span class="lineNum"> 41</span> <span class="tlaGNC"> 56 : continueCondition = computeContinueCondition(featureOrder);</span></span>
<span id="L38"><span class="lineNum"> 38</span> <span class="tlaGNC tlaBgGNC"> 220 : selectedFeatures.push_back(bestFeature);</span></span>
<span id="L39"><span class="lineNum"> 39</span> <span class="tlaGNC"> 220 : selectedScores.push_back(merit);</span></span>
<span id="L40"><span class="lineNum"> 40</span> <span class="tlaGNC"> 220 : featureOrder.erase(remove(featureOrder.begin(), featureOrder.end(), bestFeature), featureOrder.end());</span></span>
<span id="L41"><span class="lineNum"> 41</span> <span class="tlaGNC"> 220 : continueCondition = computeContinueCondition(featureOrder);</span></span>
<span id="L42"><span class="lineNum"> 42</span> : }</span>
<span id="L43"><span class="lineNum"> 43</span> <span class="tlaGNC"> 12 : fitted = true;</span></span>
<span id="L44"><span class="lineNum"> 44</span> <span class="tlaGNC"> 12 : }</span></span>
<span id="L45"><span class="lineNum"> 45</span> <span class="tlaGNC"> 56 : bool CFS::computeContinueCondition(const std::vector&lt;int&gt;&amp; featureOrder)</span></span>
<span id="L43"><span class="lineNum"> 43</span> <span class="tlaGNC"> 48 : fitted = true;</span></span>
<span id="L44"><span class="lineNum"> 44</span> <span class="tlaGNC"> 48 : }</span></span>
<span id="L45"><span class="lineNum"> 45</span> <span class="tlaGNC"> 220 : bool CFS::computeContinueCondition(const std::vector&lt;int&gt;&amp; featureOrder)</span></span>
<span id="L46"><span class="lineNum"> 46</span> : {</span>
<span id="L47"><span class="lineNum"> 47</span> <span class="tlaGNC"> 56 : if (selectedFeatures.size() == maxFeatures || featureOrder.size() == 0) {</span></span>
<span id="L48"><span class="lineNum"> 48</span> <span class="tlaGNC"> 2 : return false;</span></span>
<span id="L47"><span class="lineNum"> 47</span> <span class="tlaGNC"> 220 : if (selectedFeatures.size() == maxFeatures || featureOrder.size() == 0) {</span></span>
<span id="L48"><span class="lineNum"> 48</span> <span class="tlaGNC"> 10 : return false;</span></span>
<span id="L49"><span class="lineNum"> 49</span> : }</span>
<span id="L50"><span class="lineNum"> 50</span> <span class="tlaGNC"> 54 : if (selectedScores.size() &gt;= 5) {</span></span>
<span id="L50"><span class="lineNum"> 50</span> <span class="tlaGNC"> 210 : if (selectedScores.size() &gt;= 5) {</span></span>
<span id="L51"><span class="lineNum"> 51</span> : /*</span>
<span id="L52"><span class="lineNum"> 52</span> : &quot;To prevent the best first search from exploring the entire</span>
<span id="L53"><span class="lineNum"> 53</span> : feature subset search space, a stopping criterion is imposed.</span>
@@ -117,25 +125,25 @@
<span id="L55"><span class="lineNum"> 55</span> : subsets show no improvement over the current best subset.&quot;</span>
<span id="L56"><span class="lineNum"> 56</span> : as stated in Mark A.Hall Thesis</span>
<span id="L57"><span class="lineNum"> 57</span> : */</span>
<span id="L58"><span class="lineNum"> 58</span> <span class="tlaGNC"> 20 : double item_ant = std::numeric_limits&lt;double&gt;::lowest();</span></span>
<span id="L59"><span class="lineNum"> 59</span> <span class="tlaGNC"> 20 : int num = 0;</span></span>
<span id="L60"><span class="lineNum"> 60</span> <span class="tlaGNC"> 20 : std::vector&lt;double&gt; lastFive(selectedScores.end() - 5, selectedScores.end());</span></span>
<span id="L61"><span class="lineNum"> 61</span> <span class="tlaGNC"> 80 : for (auto item : lastFive) {</span></span>
<span id="L62"><span class="lineNum"> 62</span> <span class="tlaGNC"> 70 : if (item_ant == std::numeric_limits&lt;double&gt;::lowest()) {</span></span>
<span id="L63"><span class="lineNum"> 63</span> <span class="tlaGNC"> 20 : item_ant = item;</span></span>
<span id="L58"><span class="lineNum"> 58</span> <span class="tlaGNC"> 76 : double item_ant = std::numeric_limits&lt;double&gt;::lowest();</span></span>
<span id="L59"><span class="lineNum"> 59</span> <span class="tlaGNC"> 76 : int num = 0;</span></span>
<span id="L60"><span class="lineNum"> 60</span> <span class="tlaGNC"> 76 : std::vector&lt;double&gt; lastFive(selectedScores.end() - 5, selectedScores.end());</span></span>
<span id="L61"><span class="lineNum"> 61</span> <span class="tlaGNC"> 304 : for (auto item : lastFive) {</span></span>
<span id="L62"><span class="lineNum"> 62</span> <span class="tlaGNC"> 266 : if (item_ant == std::numeric_limits&lt;double&gt;::lowest()) {</span></span>
<span id="L63"><span class="lineNum"> 63</span> <span class="tlaGNC"> 76 : item_ant = item;</span></span>
<span id="L64"><span class="lineNum"> 64</span> : }</span>
<span id="L65"><span class="lineNum"> 65</span> <span class="tlaGNC"> 70 : if (item &gt; item_ant) {</span></span>
<span id="L66"><span class="lineNum"> 66</span> <span class="tlaGNC"> 10 : break;</span></span>
<span id="L65"><span class="lineNum"> 65</span> <span class="tlaGNC"> 266 : if (item &gt; item_ant) {</span></span>
<span id="L66"><span class="lineNum"> 66</span> <span class="tlaGNC"> 38 : break;</span></span>
<span id="L67"><span class="lineNum"> 67</span> : } else {</span>
<span id="L68"><span class="lineNum"> 68</span> <span class="tlaGNC"> 60 : num++;</span></span>
<span id="L69"><span class="lineNum"> 69</span> <span class="tlaGNC"> 60 : item_ant = item;</span></span>
<span id="L68"><span class="lineNum"> 68</span> <span class="tlaGNC"> 228 : num++;</span></span>
<span id="L69"><span class="lineNum"> 69</span> <span class="tlaGNC"> 228 : item_ant = item;</span></span>
<span id="L70"><span class="lineNum"> 70</span> : }</span>
<span id="L71"><span class="lineNum"> 71</span> : }</span>
<span id="L72"><span class="lineNum"> 72</span> <span class="tlaGNC"> 20 : if (num == 5) {</span></span>
<span id="L73"><span class="lineNum"> 73</span> <span class="tlaGNC"> 10 : return false;</span></span>
<span id="L72"><span class="lineNum"> 72</span> <span class="tlaGNC"> 76 : if (num == 5) {</span></span>
<span id="L73"><span class="lineNum"> 73</span> <span class="tlaGNC"> 38 : return false;</span></span>
<span id="L74"><span class="lineNum"> 74</span> : }</span>
<span id="L75"><span class="lineNum"> 75</span> <span class="tlaGNC"> 20 : }</span></span>
<span id="L76"><span class="lineNum"> 76</span> <span class="tlaGNC"> 44 : return true;</span></span>
<span id="L75"><span class="lineNum"> 75</span> <span class="tlaGNC"> 76 : }</span></span>
<span id="L76"><span class="lineNum"> 76</span> <span class="tlaGNC"> 172 : return true;</span></span>
<span id="L77"><span class="lineNum"> 77</span> : }</span>
<span id="L78"><span class="lineNum"> 78</span> : }</span>
</pre>

40
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View File

@@ -0,0 +1,40 @@
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html lang="en">
<head>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/CFS.cc</title>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
<body>
<map name="overview">
<area shape="rect" coords="0,0,79,3" href="CFS.cc.gcov.html#L1" target="source" alt="overview">
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<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/CFS.h - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/CFS.h - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - CFS.h<span style="font-size: 80%;"> (<a href="CFS.h.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - CFS.h<span style="font-size: 80%;"> (<a href="CFS.h.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,14 +73,14 @@
<tr>
<td class="coverFn"><a href="CFS.h.gcov.html#L14">bayesnet::CFS::CFS(at::Tensor const&amp;, std::vector&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt;, std::allocator&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; &gt; &gt; const&amp;, std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; const&amp;, int, int, at::Tensor const&amp;)</a></td>
<td class="coverFnHi">14</td>
<td class="coverFnHi">29</td>
</tr>
<tr>
<td class="coverFn"><a href="CFS.h.gcov.html#L18">bayesnet::CFS::~CFS()</a></td>
<td class="coverFnHi">28</td>
<td class="coverFnHi">116</td>
</tr>

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<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/CFS.h - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/CFS.h - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - CFS.h<span style="font-size: 80%;"> (<a href="CFS.h.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - CFS.h<span style="font-size: 80%;"> (<a href="CFS.h.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
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<td></td>
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<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
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@@ -65,14 +73,14 @@
<tr>
<td class="coverFn"><a href="CFS.h.gcov.html#L14">bayesnet::CFS::CFS(at::Tensor const&amp;, std::vector&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt;, std::allocator&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; &gt; &gt; const&amp;, std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; const&amp;, int, int, at::Tensor const&amp;)</a></td>
<td class="coverFnHi">14</td>
<td class="coverFnHi">29</td>
</tr>
<tr>
<td class="coverFn"><a href="CFS.h.gcov.html#L18">bayesnet::CFS::~CFS()</a></td>
<td class="coverFnHi">28</td>
<td class="coverFnHi">116</td>
</tr>

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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Frameset//EN">
<html lang="en">
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<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/CFS.h</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
<frameset cols="120,*">
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<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/CFS.h</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/CFS.h</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - CFS.h<span style="font-size: 80%;"> (source / <a href="CFS.h.func-c.html">functions</a>)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - CFS.h<span style="font-size: 80%;"> (source / <a href="CFS.h.func-c.html">functions</a>)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
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<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -75,11 +83,11 @@
<span id="L13"><span class="lineNum"> 13</span> : class CFS : public FeatureSelect {</span>
<span id="L14"><span class="lineNum"> 14</span> : public:</span>
<span id="L15"><span class="lineNum"> 15</span> : // dataset is a n+1xm tensor of integers where dataset[-1] is the y std::vector</span>
<span id="L16"><span class="lineNum"> 16</span> <span class="tlaGNC tlaBgGNC"> 14 : CFS(const torch::Tensor&amp; samples, const std::vector&lt;std::string&gt;&amp; features, const std::string&amp; className, const int maxFeatures, const int classNumStates, const torch::Tensor&amp; weights) :</span></span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 14 : FeatureSelect(samples, features, className, maxFeatures, classNumStates, weights)</span></span>
<span id="L16"><span class="lineNum"> 16</span> <span class="tlaGNC tlaBgGNC"> 29 : CFS(const torch::Tensor&amp; samples, const std::vector&lt;std::string&gt;&amp; features, const std::string&amp; className, const int maxFeatures, const int classNumStates, const torch::Tensor&amp; weights) :</span></span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 29 : FeatureSelect(samples, features, className, maxFeatures, classNumStates, weights)</span></span>
<span id="L18"><span class="lineNum"> 18</span> : {</span>
<span id="L19"><span class="lineNum"> 19</span> <span class="tlaGNC"> 14 : }</span></span>
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 28 : virtual ~CFS() {};</span></span>
<span id="L19"><span class="lineNum"> 19</span> <span class="tlaGNC"> 29 : }</span></span>
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 116 : virtual ~CFS() {};</span></span>
<span id="L21"><span class="lineNum"> 21</span> : void fit() override;</span>
<span id="L22"><span class="lineNum"> 22</span> : private:</span>
<span id="L23"><span class="lineNum"> 23</span> : bool computeContinueCondition(const std::vector&lt;int&gt;&amp; featureOrder);</span>

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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html lang="en">
<head>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/CFS.h</title>
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<link rel="stylesheet" type="text/css" href="../../gcov.css">
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<a href="CFS.h.gcov.html#top" target="source">Top</a><br><br>
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FCBF.cc - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FCBF.cc - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FCBF.cc<span style="font-size: 80%;"> (<a href="FCBF.cc.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FCBF.cc<span style="font-size: 80%;"> (<a href="FCBF.cc.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,21 +28,29 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">92.3&nbsp;%</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">26</td>
<td class="headerCovTableEntry">26</td>
<td class="headerCovTableEntry">24</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,14 +73,14 @@
<tr>
<td class="coverFn"><a href="FCBF.cc.gcov.html#L16">bayesnet::FCBF::fit()</a></td>
<td class="coverFnHi">10</td>
<td class="coverFnHi">56</td>
</tr>
<tr>
<td class="coverFn"><a href="FCBF.cc.gcov.html#L9">bayesnet::FCBF::FCBF(at::Tensor const&amp;, std::vector&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt;, std::allocator&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; &gt; &gt; const&amp;, std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; const&amp;, int, int, at::Tensor const&amp;, double)</a></td>
<td class="coverFnHi">14</td>
<td class="coverFnHi">76</td>
</tr>

24
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FCBF.cc - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FCBF.cc - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FCBF.cc<span style="font-size: 80%;"> (<a href="FCBF.cc.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FCBF.cc<span style="font-size: 80%;"> (<a href="FCBF.cc.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,21 +28,29 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">92.3&nbsp;%</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">26</td>
<td class="headerCovTableEntry">26</td>
<td class="headerCovTableEntry">24</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,14 +73,14 @@
<tr>
<td class="coverFn"><a href="FCBF.cc.gcov.html#L9">bayesnet::FCBF::FCBF(at::Tensor const&amp;, std::vector&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt;, std::allocator&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; &gt; &gt; const&amp;, std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; const&amp;, int, int, at::Tensor const&amp;, double)</a></td>
<td class="coverFnHi">14</td>
<td class="coverFnHi">76</td>
</tr>
<tr>
<td class="coverFn"><a href="FCBF.cc.gcov.html#L16">bayesnet::FCBF::fit()</a></td>
<td class="coverFnHi">10</td>
<td class="coverFnHi">56</td>
</tr>

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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Frameset//EN">
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72
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FCBF.cc</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FCBF.cc</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
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@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FCBF.cc<span style="font-size: 80%;"> (source / <a href="FCBF.cc.func-c.html">functions</a>)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FCBF.cc<span style="font-size: 80%;"> (source / <a href="FCBF.cc.func-c.html">functions</a>)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,21 +28,29 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">92.3&nbsp;%</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">26</td>
<td class="headerCovTableEntry">26</td>
<td class="headerCovTableEntry">24</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -70,45 +78,45 @@
<span id="L8"><span class="lineNum"> 8</span> : #include &quot;FCBF.h&quot;</span>
<span id="L9"><span class="lineNum"> 9</span> : namespace bayesnet {</span>
<span id="L10"><span class="lineNum"> 10</span> : </span>
<span id="L11"><span class="lineNum"> 11</span> <span class="tlaGNC tlaBgGNC"> 14 : FCBF::FCBF(const torch::Tensor&amp; samples, const std::vector&lt;std::string&gt;&amp; features, const std::string&amp; className, const int maxFeatures, const int classNumStates, const torch::Tensor&amp; weights, const double threshold) :</span></span>
<span id="L12"><span class="lineNum"> 12</span> <span class="tlaGNC"> 14 : FeatureSelect(samples, features, className, maxFeatures, classNumStates, weights), threshold(threshold)</span></span>
<span id="L11"><span class="lineNum"> 11</span> <span class="tlaGNC tlaBgGNC"> 76 : FCBF::FCBF(const torch::Tensor&amp; samples, const std::vector&lt;std::string&gt;&amp; features, const std::string&amp; className, const int maxFeatures, const int classNumStates, const torch::Tensor&amp; weights, const double threshold) :</span></span>
<span id="L12"><span class="lineNum"> 12</span> <span class="tlaGNC"> 76 : FeatureSelect(samples, features, className, maxFeatures, classNumStates, weights), threshold(threshold)</span></span>
<span id="L13"><span class="lineNum"> 13</span> : {</span>
<span id="L14"><span class="lineNum"> 14</span> <span class="tlaGNC"> 14 : if (threshold &lt; 1e-7) {</span></span>
<span id="L15"><span class="lineNum"> 15</span> <span class="tlaGNC"> 4 : throw std::invalid_argument(&quot;Threshold cannot be less than 1e-7&quot;);</span></span>
<span id="L14"><span class="lineNum"> 14</span> <span class="tlaGNC"> 76 : if (threshold &lt; 1e-7) {</span></span>
<span id="L15"><span class="lineNum"> 15</span> <span class="tlaGNC"> 20 : throw std::invalid_argument(&quot;Threshold cannot be less than 1e-7&quot;);</span></span>
<span id="L16"><span class="lineNum"> 16</span> : }</span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 14 : }</span></span>
<span id="L18"><span class="lineNum"> 18</span> <span class="tlaGNC"> 10 : void FCBF::fit()</span></span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 76 : }</span></span>
<span id="L18"><span class="lineNum"> 18</span> <span class="tlaGNC"> 56 : void FCBF::fit()</span></span>
<span id="L19"><span class="lineNum"> 19</span> : {</span>
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 10 : initialize();</span></span>
<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 10 : computeSuLabels();</span></span>
<span id="L22"><span class="lineNum"> 22</span> <span class="tlaGNC"> 10 : auto featureOrder = argsort(suLabels); // sort descending order</span></span>
<span id="L23"><span class="lineNum"> 23</span> <span class="tlaGNC"> 10 : auto featureOrderCopy = featureOrder;</span></span>
<span id="L24"><span class="lineNum"> 24</span> <span class="tlaGNC"> 84 : for (const auto&amp; feature : featureOrder) {</span></span>
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 56 : initialize();</span></span>
<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 56 : computeSuLabels();</span></span>
<span id="L22"><span class="lineNum"> 22</span> <span class="tlaGNC"> 56 : auto featureOrder = argsort(suLabels); // sort descending order</span></span>
<span id="L23"><span class="lineNum"> 23</span> <span class="tlaGNC"> 56 : auto featureOrderCopy = featureOrder;</span></span>
<span id="L24"><span class="lineNum"> 24</span> <span class="tlaGNC"> 419 : for (const auto&amp; feature : featureOrder) {</span></span>
<span id="L25"><span class="lineNum"> 25</span> : // Don't self compare</span>
<span id="L26"><span class="lineNum"> 26</span> <span class="tlaGNC"> 74 : featureOrderCopy.erase(featureOrderCopy.begin());</span></span>
<span id="L27"><span class="lineNum"> 27</span> <span class="tlaGNC"> 74 : if (suLabels.at(feature) == 0.0) {</span></span>
<span id="L26"><span class="lineNum"> 26</span> <span class="tlaGNC"> 372 : featureOrderCopy.erase(featureOrderCopy.begin());</span></span>
<span id="L27"><span class="lineNum"> 27</span> <span class="tlaGNC"> 372 : if (suLabels.at(feature) == 0.0) {</span></span>
<span id="L28"><span class="lineNum"> 28</span> : // The feature has been removed from the list</span>
<span id="L29"><span class="lineNum"> 29</span> <span class="tlaGNC"> 32 : continue;</span></span>
<span id="L29"><span class="lineNum"> 29</span> <span class="tlaGNC"> 153 : continue;</span></span>
<span id="L30"><span class="lineNum"> 30</span> : }</span>
<span id="L31"><span class="lineNum"> 31</span> <span class="tlaGNC"> 42 : if (suLabels.at(feature) &lt; threshold) {</span></span>
<span id="L32"><span class="lineNum"> 32</span> <span class="tlaUNC tlaBgUNC"> 0 : break;</span></span>
<span id="L31"><span class="lineNum"> 31</span> <span class="tlaGNC"> 219 : if (suLabels.at(feature) &lt; threshold) {</span></span>
<span id="L32"><span class="lineNum"> 32</span> <span class="tlaGNC"> 5 : break;</span></span>
<span id="L33"><span class="lineNum"> 33</span> : }</span>
<span id="L34"><span class="lineNum"> 34</span> : // Remove redundant features</span>
<span id="L35"><span class="lineNum"> 35</span> <span class="tlaGNC tlaBgGNC"> 232 : for (const auto&amp; featureCopy : featureOrderCopy) {</span></span>
<span id="L36"><span class="lineNum"> 36</span> <span class="tlaGNC"> 190 : double value = computeSuFeatures(feature, featureCopy);</span></span>
<span id="L37"><span class="lineNum"> 37</span> <span class="tlaGNC"> 190 : if (value &gt;= suLabels.at(featureCopy)) {</span></span>
<span id="L35"><span class="lineNum"> 35</span> <span class="tlaGNC"> 1220 : for (const auto&amp; featureCopy : featureOrderCopy) {</span></span>
<span id="L36"><span class="lineNum"> 36</span> <span class="tlaGNC"> 1006 : double value = computeSuFeatures(feature, featureCopy);</span></span>
<span id="L37"><span class="lineNum"> 37</span> <span class="tlaGNC"> 1006 : if (value &gt;= suLabels.at(featureCopy)) {</span></span>
<span id="L38"><span class="lineNum"> 38</span> : // Remove feature from list</span>
<span id="L39"><span class="lineNum"> 39</span> <span class="tlaGNC"> 66 : suLabels[featureCopy] = 0.0;</span></span>
<span id="L39"><span class="lineNum"> 39</span> <span class="tlaGNC"> 333 : suLabels[featureCopy] = 0.0;</span></span>
<span id="L40"><span class="lineNum"> 40</span> : }</span>
<span id="L41"><span class="lineNum"> 41</span> : }</span>
<span id="L42"><span class="lineNum"> 42</span> <span class="tlaGNC"> 42 : selectedFeatures.push_back(feature);</span></span>
<span id="L43"><span class="lineNum"> 43</span> <span class="tlaGNC"> 42 : selectedScores.push_back(suLabels[feature]);</span></span>
<span id="L44"><span class="lineNum"> 44</span> <span class="tlaGNC"> 42 : if (selectedFeatures.size() == maxFeatures) {</span></span>
<span id="L45"><span class="lineNum"> 45</span> <span class="tlaUNC tlaBgUNC"> 0 : break;</span></span>
<span id="L42"><span class="lineNum"> 42</span> <span class="tlaGNC"> 214 : selectedFeatures.push_back(feature);</span></span>
<span id="L43"><span class="lineNum"> 43</span> <span class="tlaGNC"> 214 : selectedScores.push_back(suLabels[feature]);</span></span>
<span id="L44"><span class="lineNum"> 44</span> <span class="tlaGNC"> 214 : if (selectedFeatures.size() == maxFeatures) {</span></span>
<span id="L45"><span class="lineNum"> 45</span> <span class="tlaGNC"> 4 : break;</span></span>
<span id="L46"><span class="lineNum"> 46</span> : }</span>
<span id="L47"><span class="lineNum"> 47</span> : }</span>
<span id="L48"><span class="lineNum"> 48</span> <span class="tlaGNC tlaBgGNC"> 10 : fitted = true;</span></span>
<span id="L49"><span class="lineNum"> 49</span> <span class="tlaGNC"> 10 : }</span></span>
<span id="L48"><span class="lineNum"> 48</span> <span class="tlaGNC"> 56 : fitted = true;</span></span>
<span id="L49"><span class="lineNum"> 49</span> <span class="tlaGNC"> 56 : }</span></span>
<span id="L50"><span class="lineNum"> 50</span> : }</span>
</pre>
</td>

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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
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<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FCBF.cc</title>
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FCBF.h - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FCBF.h - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FCBF.h<span style="font-size: 80%;"> (<a href="FCBF.h.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FCBF.h<span style="font-size: 80%;"> (<a href="FCBF.h.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">1</td>
<td class="headerCovTableEntry">1</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,7 +73,7 @@
<tr>
<td class="coverFn"><a href="FCBF.h.gcov.html#L15">bayesnet::FCBF::~FCBF()</a></td>
<td class="coverFnHi">20</td>
<td class="coverFnHi">56</td>
</tr>

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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FCBF.h - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FCBF.h - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FCBF.h<span style="font-size: 80%;"> (<a href="FCBF.h.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FCBF.h<span style="font-size: 80%;"> (<a href="FCBF.h.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">1</td>
<td class="headerCovTableEntry">1</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,7 +73,7 @@
<tr>
<td class="coverFn"><a href="FCBF.h.gcov.html#L15">bayesnet::FCBF::~FCBF()</a></td>
<td class="coverFnHi">20</td>
<td class="coverFnHi">56</td>
</tr>

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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FCBF.h</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FCBF.h</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FCBF.h<span style="font-size: 80%;"> (source / <a href="FCBF.h.func-c.html">functions</a>)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FCBF.h<span style="font-size: 80%;"> (source / <a href="FCBF.h.func-c.html">functions</a>)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">1</td>
<td class="headerCovTableEntry">1</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -76,7 +84,7 @@
<span id="L14"><span class="lineNum"> 14</span> : public:</span>
<span id="L15"><span class="lineNum"> 15</span> : // dataset is a n+1xm tensor of integers where dataset[-1] is the y std::vector</span>
<span id="L16"><span class="lineNum"> 16</span> : FCBF(const torch::Tensor&amp; samples, const std::vector&lt;std::string&gt;&amp; features, const std::string&amp; className, const int maxFeatures, const int classNumStates, const torch::Tensor&amp; weights, const double threshold);</span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC tlaBgGNC"> 20 : virtual ~FCBF() {};</span></span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC tlaBgGNC"> 56 : virtual ~FCBF() {};</span></span>
<span id="L18"><span class="lineNum"> 18</span> : void fit() override;</span>
<span id="L19"><span class="lineNum"> 19</span> : private:</span>
<span id="L20"><span class="lineNum"> 20</span> : double threshold = -1;</span>

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html/bayesnet/feature_selection/FeatureSelect.cc.func-c.html
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FeatureSelect.cc - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FeatureSelect.cc - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FeatureSelect.cc<span style="font-size: 80%;"> (<a href="FeatureSelect.cc.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FeatureSelect.cc<span style="font-size: 80%;"> (<a href="FeatureSelect.cc.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">8</td>
<td class="headerCovTableEntry">8</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,56 +73,56 @@
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L34">bayesnet::FeatureSelect::computeSuLabels()</a></td>
<td class="coverFnHi">32</td>
<td class="coverFnHi">151</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L14">bayesnet::FeatureSelect::initialize()</a></td>
<td class="coverFnHi">32</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L68">bayesnet::FeatureSelect::getFeatures() const</a></td>
<td class="coverFnHi">36</td>
<td class="coverFnHi">151</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L75">bayesnet::FeatureSelect::getScores() const</a></td>
<td class="coverFnHi">36</td>
<td class="coverFnHi">156</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L68">bayesnet::FeatureSelect::getFeatures() const</a></td>
<td class="coverFnHi">171</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L9">bayesnet::FeatureSelect::FeatureSelect(at::Tensor const&amp;, std::vector&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt;, std::allocator&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; &gt; &gt; const&amp;, std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; const&amp;, int, int, at::Tensor const&amp;)</a></td>
<td class="coverFnHi">46</td>
<td class="coverFnHi">221</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L55">bayesnet::FeatureSelect::computeMeritCFS()</a></td>
<td class="coverFnHi">316</td>
<td class="coverFnHi">1239</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L19">bayesnet::FeatureSelect::symmetricalUncertainty(int, int)</a></td>
<td class="coverFnHi">822</td>
<td class="coverFnHi">3728</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L42">bayesnet::FeatureSelect::computeSuFeatures(int, int)</a></td>
<td class="coverFnHi">1960</td>
<td class="coverFnHi">7921</td>
</tr>

32
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FeatureSelect.cc - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FeatureSelect.cc - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FeatureSelect.cc<span style="font-size: 80%;"> (<a href="FeatureSelect.cc.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FeatureSelect.cc<span style="font-size: 80%;"> (<a href="FeatureSelect.cc.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">8</td>
<td class="headerCovTableEntry">8</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,56 +73,56 @@
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L9">bayesnet::FeatureSelect::FeatureSelect(at::Tensor const&amp;, std::vector&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt;, std::allocator&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; &gt; &gt; const&amp;, std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; const&amp;, int, int, at::Tensor const&amp;)</a></td>
<td class="coverFnHi">46</td>
<td class="coverFnHi">221</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L55">bayesnet::FeatureSelect::computeMeritCFS()</a></td>
<td class="coverFnHi">316</td>
<td class="coverFnHi">1239</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L42">bayesnet::FeatureSelect::computeSuFeatures(int, int)</a></td>
<td class="coverFnHi">1960</td>
<td class="coverFnHi">7921</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L34">bayesnet::FeatureSelect::computeSuLabels()</a></td>
<td class="coverFnHi">32</td>
<td class="coverFnHi">151</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L68">bayesnet::FeatureSelect::getFeatures() const</a></td>
<td class="coverFnHi">36</td>
<td class="coverFnHi">171</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L75">bayesnet::FeatureSelect::getScores() const</a></td>
<td class="coverFnHi">36</td>
<td class="coverFnHi">156</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L14">bayesnet::FeatureSelect::initialize()</a></td>
<td class="coverFnHi">32</td>
<td class="coverFnHi">151</td>
</tr>
<tr>
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L19">bayesnet::FeatureSelect::symmetricalUncertainty(int, int)</a></td>
<td class="coverFnHi">822</td>
<td class="coverFnHi">3728</td>
</tr>

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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Frameset//EN">
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FeatureSelect.cc</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FeatureSelect.cc</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FeatureSelect.cc</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FeatureSelect.cc<span style="font-size: 80%;"> (source / <a href="FeatureSelect.cc.func-c.html">functions</a>)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FeatureSelect.cc<span style="font-size: 80%;"> (source / <a href="FeatureSelect.cc.func-c.html">functions</a>)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">8</td>
<td class="headerCovTableEntry">8</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -70,17 +78,17 @@
<span id="L8"><span class="lineNum"> 8</span> : #include &quot;bayesnet/utils/bayesnetUtils.h&quot;</span>
<span id="L9"><span class="lineNum"> 9</span> : #include &quot;FeatureSelect.h&quot;</span>
<span id="L10"><span class="lineNum"> 10</span> : namespace bayesnet {</span>
<span id="L11"><span class="lineNum"> 11</span> <span class="tlaGNC tlaBgGNC"> 46 : FeatureSelect::FeatureSelect(const torch::Tensor&amp; samples, const std::vector&lt;std::string&gt;&amp; features, const std::string&amp; className, const int maxFeatures, const int classNumStates, const torch::Tensor&amp; weights) :</span></span>
<span id="L12"><span class="lineNum"> 12</span> <span class="tlaGNC"> 46 : Metrics(samples, features, className, classNumStates), maxFeatures(maxFeatures == 0 ? samples.size(0) - 1 : maxFeatures), weights(weights)</span></span>
<span id="L11"><span class="lineNum"> 11</span> <span class="tlaGNC tlaBgGNC"> 221 : FeatureSelect::FeatureSelect(const torch::Tensor&amp; samples, const std::vector&lt;std::string&gt;&amp; features, const std::string&amp; className, const int maxFeatures, const int classNumStates, const torch::Tensor&amp; weights) :</span></span>
<span id="L12"><span class="lineNum"> 12</span> <span class="tlaGNC"> 221 : Metrics(samples, features, className, classNumStates), maxFeatures(maxFeatures == 0 ? samples.size(0) - 1 : maxFeatures), weights(weights)</span></span>
<span id="L13"><span class="lineNum"> 13</span> : </span>
<span id="L14"><span class="lineNum"> 14</span> : {</span>
<span id="L15"><span class="lineNum"> 15</span> <span class="tlaGNC"> 46 : }</span></span>
<span id="L16"><span class="lineNum"> 16</span> <span class="tlaGNC"> 32 : void FeatureSelect::initialize()</span></span>
<span id="L15"><span class="lineNum"> 15</span> <span class="tlaGNC"> 221 : }</span></span>
<span id="L16"><span class="lineNum"> 16</span> <span class="tlaGNC"> 151 : void FeatureSelect::initialize()</span></span>
<span id="L17"><span class="lineNum"> 17</span> : {</span>
<span id="L18"><span class="lineNum"> 18</span> <span class="tlaGNC"> 32 : selectedFeatures.clear();</span></span>
<span id="L19"><span class="lineNum"> 19</span> <span class="tlaGNC"> 32 : selectedScores.clear();</span></span>
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 32 : }</span></span>
<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 822 : double FeatureSelect::symmetricalUncertainty(int a, int b)</span></span>
<span id="L18"><span class="lineNum"> 18</span> <span class="tlaGNC"> 151 : selectedFeatures.clear();</span></span>
<span id="L19"><span class="lineNum"> 19</span> <span class="tlaGNC"> 151 : selectedScores.clear();</span></span>
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 151 : }</span></span>
<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 3728 : double FeatureSelect::symmetricalUncertainty(int a, int b)</span></span>
<span id="L22"><span class="lineNum"> 22</span> : {</span>
<span id="L23"><span class="lineNum"> 23</span> : /*</span>
<span id="L24"><span class="lineNum"> 24</span> : Compute symmetrical uncertainty. Normalize* information gain (mutual</span>
@@ -88,60 +96,60 @@
<span id="L26"><span class="lineNum"> 26</span> : the bias due to high cardinality features. *Range [0, 1]</span>
<span id="L27"><span class="lineNum"> 27</span> : (https://www.sciencedirect.com/science/article/pii/S0020025519303603)</span>
<span id="L28"><span class="lineNum"> 28</span> : */</span>
<span id="L29"><span class="lineNum"> 29</span> <span class="tlaGNC"> 2466 : auto x = samples.index({ a, &quot;...&quot; });</span></span>
<span id="L30"><span class="lineNum"> 30</span> <span class="tlaGNC"> 2466 : auto y = samples.index({ b, &quot;...&quot; });</span></span>
<span id="L31"><span class="lineNum"> 31</span> <span class="tlaGNC"> 822 : auto mu = mutualInformation(x, y, weights);</span></span>
<span id="L32"><span class="lineNum"> 32</span> <span class="tlaGNC"> 822 : auto hx = entropy(x, weights);</span></span>
<span id="L33"><span class="lineNum"> 33</span> <span class="tlaGNC"> 822 : auto hy = entropy(y, weights);</span></span>
<span id="L34"><span class="lineNum"> 34</span> <span class="tlaGNC"> 822 : return 2.0 * mu / (hx + hy);</span></span>
<span id="L35"><span class="lineNum"> 35</span> <span class="tlaGNC"> 2466 : }</span></span>
<span id="L36"><span class="lineNum"> 36</span> <span class="tlaGNC"> 32 : void FeatureSelect::computeSuLabels()</span></span>
<span id="L29"><span class="lineNum"> 29</span> <span class="tlaGNC"> 11184 : auto x = samples.index({ a, &quot;...&quot; });</span></span>
<span id="L30"><span class="lineNum"> 30</span> <span class="tlaGNC"> 11184 : auto y = samples.index({ b, &quot;...&quot; });</span></span>
<span id="L31"><span class="lineNum"> 31</span> <span class="tlaGNC"> 3728 : auto mu = mutualInformation(x, y, weights);</span></span>
<span id="L32"><span class="lineNum"> 32</span> <span class="tlaGNC"> 3728 : auto hx = entropy(x, weights);</span></span>
<span id="L33"><span class="lineNum"> 33</span> <span class="tlaGNC"> 3728 : auto hy = entropy(y, weights);</span></span>
<span id="L34"><span class="lineNum"> 34</span> <span class="tlaGNC"> 3728 : return 2.0 * mu / (hx + hy);</span></span>
<span id="L35"><span class="lineNum"> 35</span> <span class="tlaGNC"> 11184 : }</span></span>
<span id="L36"><span class="lineNum"> 36</span> <span class="tlaGNC"> 151 : void FeatureSelect::computeSuLabels()</span></span>
<span id="L37"><span class="lineNum"> 37</span> : {</span>
<span id="L38"><span class="lineNum"> 38</span> : // Compute Simmetrical Uncertainty between features and labels</span>
<span id="L39"><span class="lineNum"> 39</span> : // https://en.wikipedia.org/wiki/Symmetric_uncertainty</span>
<span id="L40"><span class="lineNum"> 40</span> <span class="tlaGNC"> 270 : for (int i = 0; i &lt; features.size(); ++i) {</span></span>
<span id="L41"><span class="lineNum"> 41</span> <span class="tlaGNC"> 238 : suLabels.push_back(symmetricalUncertainty(i, -1));</span></span>
<span id="L40"><span class="lineNum"> 40</span> <span class="tlaGNC"> 1258 : for (int i = 0; i &lt; features.size(); ++i) {</span></span>
<span id="L41"><span class="lineNum"> 41</span> <span class="tlaGNC"> 1107 : suLabels.push_back(symmetricalUncertainty(i, -1));</span></span>
<span id="L42"><span class="lineNum"> 42</span> : }</span>
<span id="L43"><span class="lineNum"> 43</span> <span class="tlaGNC"> 32 : }</span></span>
<span id="L44"><span class="lineNum"> 44</span> <span class="tlaGNC"> 1960 : double FeatureSelect::computeSuFeatures(const int firstFeature, const int secondFeature)</span></span>
<span id="L43"><span class="lineNum"> 43</span> <span class="tlaGNC"> 151 : }</span></span>
<span id="L44"><span class="lineNum"> 44</span> <span class="tlaGNC"> 7921 : double FeatureSelect::computeSuFeatures(const int firstFeature, const int secondFeature)</span></span>
<span id="L45"><span class="lineNum"> 45</span> : {</span>
<span id="L46"><span class="lineNum"> 46</span> : // Compute Simmetrical Uncertainty between features</span>
<span id="L47"><span class="lineNum"> 47</span> : // https://en.wikipedia.org/wiki/Symmetric_uncertainty</span>
<span id="L48"><span class="lineNum"> 48</span> : try {</span>
<span id="L49"><span class="lineNum"> 49</span> <span class="tlaGNC"> 1960 : return suFeatures.at({ firstFeature, secondFeature });</span></span>
<span id="L49"><span class="lineNum"> 49</span> <span class="tlaGNC"> 7921 : return suFeatures.at({ firstFeature, secondFeature });</span></span>
<span id="L50"><span class="lineNum"> 50</span> : }</span>
<span id="L51"><span class="lineNum"> 51</span> <span class="tlaGNC"> 584 : catch (const std::out_of_range&amp; e) {</span></span>
<span id="L52"><span class="lineNum"> 52</span> <span class="tlaGNC"> 584 : double result = symmetricalUncertainty(firstFeature, secondFeature);</span></span>
<span id="L53"><span class="lineNum"> 53</span> <span class="tlaGNC"> 584 : suFeatures[{firstFeature, secondFeature}] = result;</span></span>
<span id="L54"><span class="lineNum"> 54</span> <span class="tlaGNC"> 584 : return result;</span></span>
<span id="L55"><span class="lineNum"> 55</span> <span class="tlaGNC"> 584 : }</span></span>
<span id="L51"><span class="lineNum"> 51</span> <span class="tlaGNC"> 2621 : catch (const std::out_of_range&amp; e) {</span></span>
<span id="L52"><span class="lineNum"> 52</span> <span class="tlaGNC"> 2621 : double result = symmetricalUncertainty(firstFeature, secondFeature);</span></span>
<span id="L53"><span class="lineNum"> 53</span> <span class="tlaGNC"> 2621 : suFeatures[{firstFeature, secondFeature}] = result;</span></span>
<span id="L54"><span class="lineNum"> 54</span> <span class="tlaGNC"> 2621 : return result;</span></span>
<span id="L55"><span class="lineNum"> 55</span> <span class="tlaGNC"> 2621 : }</span></span>
<span id="L56"><span class="lineNum"> 56</span> : }</span>
<span id="L57"><span class="lineNum"> 57</span> <span class="tlaGNC"> 316 : double FeatureSelect::computeMeritCFS()</span></span>
<span id="L57"><span class="lineNum"> 57</span> <span class="tlaGNC"> 1239 : double FeatureSelect::computeMeritCFS()</span></span>
<span id="L58"><span class="lineNum"> 58</span> : {</span>
<span id="L59"><span class="lineNum"> 59</span> <span class="tlaGNC"> 316 : double rcf = 0;</span></span>
<span id="L60"><span class="lineNum"> 60</span> <span class="tlaGNC"> 1454 : for (auto feature : selectedFeatures) {</span></span>
<span id="L61"><span class="lineNum"> 61</span> <span class="tlaGNC"> 1138 : rcf += suLabels[feature];</span></span>
<span id="L59"><span class="lineNum"> 59</span> <span class="tlaGNC"> 1239 : double rcf = 0;</span></span>
<span id="L60"><span class="lineNum"> 60</span> <span class="tlaGNC"> 5693 : for (auto feature : selectedFeatures) {</span></span>
<span id="L61"><span class="lineNum"> 61</span> <span class="tlaGNC"> 4454 : rcf += suLabels[feature];</span></span>
<span id="L62"><span class="lineNum"> 62</span> : }</span>
<span id="L63"><span class="lineNum"> 63</span> <span class="tlaGNC"> 316 : double rff = 0;</span></span>
<span id="L64"><span class="lineNum"> 64</span> <span class="tlaGNC"> 316 : int n = selectedFeatures.size();</span></span>
<span id="L65"><span class="lineNum"> 65</span> <span class="tlaGNC"> 2086 : for (const auto&amp; item : doCombinations(selectedFeatures)) {</span></span>
<span id="L66"><span class="lineNum"> 66</span> <span class="tlaGNC"> 1770 : rff += computeSuFeatures(item.first, item.second);</span></span>
<span id="L67"><span class="lineNum"> 67</span> <span class="tlaGNC"> 316 : }</span></span>
<span id="L68"><span class="lineNum"> 68</span> <span class="tlaGNC"> 316 : return rcf / sqrt(n + (n * n - n) * rff);</span></span>
<span id="L63"><span class="lineNum"> 63</span> <span class="tlaGNC"> 1239 : double rff = 0;</span></span>
<span id="L64"><span class="lineNum"> 64</span> <span class="tlaGNC"> 1239 : int n = selectedFeatures.size();</span></span>
<span id="L65"><span class="lineNum"> 65</span> <span class="tlaGNC"> 8154 : for (const auto&amp; item : doCombinations(selectedFeatures)) {</span></span>
<span id="L66"><span class="lineNum"> 66</span> <span class="tlaGNC"> 6915 : rff += computeSuFeatures(item.first, item.second);</span></span>
<span id="L67"><span class="lineNum"> 67</span> <span class="tlaGNC"> 1239 : }</span></span>
<span id="L68"><span class="lineNum"> 68</span> <span class="tlaGNC"> 1239 : return rcf / sqrt(n + (n * n - n) * rff);</span></span>
<span id="L69"><span class="lineNum"> 69</span> : }</span>
<span id="L70"><span class="lineNum"> 70</span> <span class="tlaGNC"> 36 : std::vector&lt;int&gt; FeatureSelect::getFeatures() const</span></span>
<span id="L70"><span class="lineNum"> 70</span> <span class="tlaGNC"> 171 : std::vector&lt;int&gt; FeatureSelect::getFeatures() const</span></span>
<span id="L71"><span class="lineNum"> 71</span> : {</span>
<span id="L72"><span class="lineNum"> 72</span> <span class="tlaGNC"> 36 : if (!fitted) {</span></span>
<span id="L73"><span class="lineNum"> 73</span> <span class="tlaGNC"> 4 : throw std::runtime_error(&quot;FeatureSelect not fitted&quot;);</span></span>
<span id="L72"><span class="lineNum"> 72</span> <span class="tlaGNC"> 171 : if (!fitted) {</span></span>
<span id="L73"><span class="lineNum"> 73</span> <span class="tlaGNC"> 20 : throw std::runtime_error(&quot;FeatureSelect not fitted&quot;);</span></span>
<span id="L74"><span class="lineNum"> 74</span> : }</span>
<span id="L75"><span class="lineNum"> 75</span> <span class="tlaGNC"> 32 : return selectedFeatures;</span></span>
<span id="L75"><span class="lineNum"> 75</span> <span class="tlaGNC"> 151 : return selectedFeatures;</span></span>
<span id="L76"><span class="lineNum"> 76</span> : }</span>
<span id="L77"><span class="lineNum"> 77</span> <span class="tlaGNC"> 36 : std::vector&lt;double&gt; FeatureSelect::getScores() const</span></span>
<span id="L77"><span class="lineNum"> 77</span> <span class="tlaGNC"> 156 : std::vector&lt;double&gt; FeatureSelect::getScores() const</span></span>
<span id="L78"><span class="lineNum"> 78</span> : {</span>
<span id="L79"><span class="lineNum"> 79</span> <span class="tlaGNC"> 36 : if (!fitted) {</span></span>
<span id="L80"><span class="lineNum"> 80</span> <span class="tlaGNC"> 4 : throw std::runtime_error(&quot;FeatureSelect not fitted&quot;);</span></span>
<span id="L79"><span class="lineNum"> 79</span> <span class="tlaGNC"> 156 : if (!fitted) {</span></span>
<span id="L80"><span class="lineNum"> 80</span> <span class="tlaGNC"> 20 : throw std::runtime_error(&quot;FeatureSelect not fitted&quot;);</span></span>
<span id="L81"><span class="lineNum"> 81</span> : }</span>
<span id="L82"><span class="lineNum"> 82</span> <span class="tlaGNC"> 32 : return selectedScores;</span></span>
<span id="L82"><span class="lineNum"> 82</span> <span class="tlaGNC"> 136 : return selectedScores;</span></span>
<span id="L83"><span class="lineNum"> 83</span> : }</span>
<span id="L84"><span class="lineNum"> 84</span> : }</span>
</pre>

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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html lang="en">
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<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FeatureSelect.cc</title>
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<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FeatureSelect.h - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FeatureSelect.h - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FeatureSelect.h<span style="font-size: 80%;"> (<a href="FeatureSelect.h.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FeatureSelect.h<span style="font-size: 80%;"> (<a href="FeatureSelect.h.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">1</td>
<td class="headerCovTableEntry">1</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,7 +73,7 @@
<tr>
<td class="coverFn"><a href="FeatureSelect.h.gcov.html#L15">bayesnet::FeatureSelect::~FeatureSelect()</a></td>
<td class="coverFnHi">46</td>
<td class="coverFnHi">111</td>
</tr>

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<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FeatureSelect.h - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FeatureSelect.h - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FeatureSelect.h<span style="font-size: 80%;"> (<a href="FeatureSelect.h.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FeatureSelect.h<span style="font-size: 80%;"> (<a href="FeatureSelect.h.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">1</td>
<td class="headerCovTableEntry">1</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,7 +73,7 @@
<tr>
<td class="coverFn"><a href="FeatureSelect.h.gcov.html#L15">bayesnet::FeatureSelect::~FeatureSelect()</a></td>
<td class="coverFnHi">46</td>
<td class="coverFnHi">111</td>
</tr>

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<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FeatureSelect.h</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
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<frameset cols="120,*">
<frame src="FeatureSelect.h.gcov.overview.html" name="overview">
<frame src="FeatureSelect.h.gcov.html" name="source">
<noframes>
<center>Frames not supported by your browser!<br></center>
</noframes>
</frameset>
</html>

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<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/FeatureSelect.h</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FeatureSelect.h</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - FeatureSelect.h<span style="font-size: 80%;"> (source / <a href="FeatureSelect.h.func-c.html">functions</a>)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - FeatureSelect.h<span style="font-size: 80%;"> (source / <a href="FeatureSelect.h.func-c.html">functions</a>)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">1</td>
<td class="headerCovTableEntry">1</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -76,7 +84,7 @@
<span id="L14"><span class="lineNum"> 14</span> : public:</span>
<span id="L15"><span class="lineNum"> 15</span> : // dataset is a n+1xm tensor of integers where dataset[-1] is the y std::vector</span>
<span id="L16"><span class="lineNum"> 16</span> : FeatureSelect(const torch::Tensor&amp; samples, const std::vector&lt;std::string&gt;&amp; features, const std::string&amp; className, const int maxFeatures, const int classNumStates, const torch::Tensor&amp; weights);</span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC tlaBgGNC"> 46 : virtual ~FeatureSelect() {};</span></span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC tlaBgGNC"> 111 : virtual ~FeatureSelect() {};</span></span>
<span id="L18"><span class="lineNum"> 18</span> : virtual void fit() = 0;</span>
<span id="L19"><span class="lineNum"> 19</span> : std::vector&lt;int&gt; getFeatures() const;</span>
<span id="L20"><span class="lineNum"> 20</span> : std::vector&lt;double&gt; getScores() const;</span>

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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html lang="en">
<head>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/FeatureSelect.h</title>
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<link rel="stylesheet" type="text/css" href="../../gcov.css">
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<area shape="rect" coords="0,32,79,35" href="FeatureSelect.h.gcov.html#L21" target="source" alt="overview">
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<a href="FeatureSelect.h.gcov.html#top" target="source">Top</a><br><br>
<img src="FeatureSelect.h.gcov.png" width=80 height=35 alt="Overview" border=0 usemap="#overview">
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<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/IWSS.cc - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/IWSS.cc - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - IWSS.cc<span style="font-size: 80%;"> (<a href="IWSS.cc.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - IWSS.cc<span style="font-size: 80%;"> (<a href="IWSS.cc.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,21 +28,29 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">93.3&nbsp;%</td>
<td class="headerCovTableEntryHi">96.7&nbsp;%</td>
<td class="headerCovTableEntry">30</td>
<td class="headerCovTableEntry">28</td>
<td class="headerCovTableEntry">29</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,14 +73,14 @@
<tr>
<td class="coverFn"><a href="IWSS.cc.gcov.html#L16">bayesnet::IWSS::fit()</a></td>
<td class="coverFnHi">10</td>
<td class="coverFnHi">47</td>
</tr>
<tr>
<td class="coverFn"><a href="IWSS.cc.gcov.html#L9">bayesnet::IWSS::IWSS(at::Tensor const&amp;, std::vector&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt;, std::allocator&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; &gt; &gt; const&amp;, std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; const&amp;, int, int, at::Tensor const&amp;, double)</a></td>
<td class="coverFnHi">18</td>
<td class="coverFnHi">87</td>
</tr>

24
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/IWSS.cc - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/IWSS.cc - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - IWSS.cc<span style="font-size: 80%;"> (<a href="IWSS.cc.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - IWSS.cc<span style="font-size: 80%;"> (<a href="IWSS.cc.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,21 +28,29 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">93.3&nbsp;%</td>
<td class="headerCovTableEntryHi">96.7&nbsp;%</td>
<td class="headerCovTableEntry">30</td>
<td class="headerCovTableEntry">28</td>
<td class="headerCovTableEntry">29</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,14 +73,14 @@
<tr>
<td class="coverFn"><a href="IWSS.cc.gcov.html#L9">bayesnet::IWSS::IWSS(at::Tensor const&amp;, std::vector&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt;, std::allocator&lt;std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; &gt; &gt; const&amp;, std::__cxx11::basic_string&lt;char, std::char_traits&lt;char&gt;, std::allocator&lt;char&gt; &gt; const&amp;, int, int, at::Tensor const&amp;, double)</a></td>
<td class="coverFnHi">18</td>
<td class="coverFnHi">87</td>
</tr>
<tr>
<td class="coverFn"><a href="IWSS.cc.gcov.html#L16">bayesnet::IWSS::fit()</a></td>
<td class="coverFnHi">10</td>
<td class="coverFnHi">47</td>
</tr>

19
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@@ -0,0 +1,19 @@
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Frameset//EN">
<html lang="en">
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<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/IWSS.cc</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
<frameset cols="120,*">
<frame src="IWSS.cc.gcov.overview.html" name="overview">
<frame src="IWSS.cc.gcov.html" name="source">
<noframes>
<center>Frames not supported by your browser!<br></center>
</noframes>
</frameset>
</html>

78
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/IWSS.cc</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/IWSS.cc</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - IWSS.cc<span style="font-size: 80%;"> (source / <a href="IWSS.cc.func-c.html">functions</a>)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - IWSS.cc<span style="font-size: 80%;"> (source / <a href="IWSS.cc.func-c.html">functions</a>)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,21 +28,29 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">93.3&nbsp;%</td>
<td class="headerCovTableEntryHi">96.7&nbsp;%</td>
<td class="headerCovTableEntry">30</td>
<td class="headerCovTableEntry">28</td>
<td class="headerCovTableEntry">29</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">2</td>
<td class="headerCovTableEntry">2</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -70,48 +78,48 @@
<span id="L8"><span class="lineNum"> 8</span> : #include &quot;bayesnet/utils/bayesnetUtils.h&quot;</span>
<span id="L9"><span class="lineNum"> 9</span> : #include &quot;IWSS.h&quot;</span>
<span id="L10"><span class="lineNum"> 10</span> : namespace bayesnet {</span>
<span id="L11"><span class="lineNum"> 11</span> <span class="tlaGNC tlaBgGNC"> 18 : IWSS::IWSS(const torch::Tensor&amp; samples, const std::vector&lt;std::string&gt;&amp; features, const std::string&amp; className, const int maxFeatures, const int classNumStates, const torch::Tensor&amp; weights, const double threshold) :</span></span>
<span id="L12"><span class="lineNum"> 12</span> <span class="tlaGNC"> 18 : FeatureSelect(samples, features, className, maxFeatures, classNumStates, weights), threshold(threshold)</span></span>
<span id="L11"><span class="lineNum"> 11</span> <span class="tlaGNC tlaBgGNC"> 87 : IWSS::IWSS(const torch::Tensor&amp; samples, const std::vector&lt;std::string&gt;&amp; features, const std::string&amp; className, const int maxFeatures, const int classNumStates, const torch::Tensor&amp; weights, const double threshold) :</span></span>
<span id="L12"><span class="lineNum"> 12</span> <span class="tlaGNC"> 87 : FeatureSelect(samples, features, className, maxFeatures, classNumStates, weights), threshold(threshold)</span></span>
<span id="L13"><span class="lineNum"> 13</span> : {</span>
<span id="L14"><span class="lineNum"> 14</span> <span class="tlaGNC"> 18 : if (threshold &lt; 0 || threshold &gt; .5) {</span></span>
<span id="L15"><span class="lineNum"> 15</span> <span class="tlaGNC"> 8 : throw std::invalid_argument(&quot;Threshold has to be in [0, 0.5]&quot;);</span></span>
<span id="L14"><span class="lineNum"> 14</span> <span class="tlaGNC"> 87 : if (threshold &lt; 0 || threshold &gt; .5) {</span></span>
<span id="L15"><span class="lineNum"> 15</span> <span class="tlaGNC"> 40 : throw std::invalid_argument(&quot;Threshold has to be in [0, 0.5]&quot;);</span></span>
<span id="L16"><span class="lineNum"> 16</span> : }</span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 18 : }</span></span>
<span id="L18"><span class="lineNum"> 18</span> <span class="tlaGNC"> 10 : void IWSS::fit()</span></span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 87 : }</span></span>
<span id="L18"><span class="lineNum"> 18</span> <span class="tlaGNC"> 47 : void IWSS::fit()</span></span>
<span id="L19"><span class="lineNum"> 19</span> : {</span>
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 10 : initialize();</span></span>
<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 10 : computeSuLabels();</span></span>
<span id="L22"><span class="lineNum"> 22</span> <span class="tlaGNC"> 10 : auto featureOrder = argsort(suLabels); // sort descending order</span></span>
<span id="L23"><span class="lineNum"> 23</span> <span class="tlaGNC"> 10 : auto featureOrderCopy = featureOrder;</span></span>
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 47 : initialize();</span></span>
<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 47 : computeSuLabels();</span></span>
<span id="L22"><span class="lineNum"> 22</span> <span class="tlaGNC"> 47 : auto featureOrder = argsort(suLabels); // sort descending order</span></span>
<span id="L23"><span class="lineNum"> 23</span> <span class="tlaGNC"> 47 : auto featureOrderCopy = featureOrder;</span></span>
<span id="L24"><span class="lineNum"> 24</span> : // Add first and second features to result</span>
<span id="L25"><span class="lineNum"> 25</span> : // First with its own score</span>
<span id="L26"><span class="lineNum"> 26</span> <span class="tlaGNC"> 10 : auto first_feature = pop_first(featureOrderCopy);</span></span>
<span id="L27"><span class="lineNum"> 27</span> <span class="tlaGNC"> 10 : selectedFeatures.push_back(first_feature);</span></span>
<span id="L28"><span class="lineNum"> 28</span> <span class="tlaGNC"> 10 : selectedScores.push_back(suLabels.at(first_feature));</span></span>
<span id="L26"><span class="lineNum"> 26</span> <span class="tlaGNC"> 47 : auto first_feature = pop_first(featureOrderCopy);</span></span>
<span id="L27"><span class="lineNum"> 27</span> <span class="tlaGNC"> 47 : selectedFeatures.push_back(first_feature);</span></span>
<span id="L28"><span class="lineNum"> 28</span> <span class="tlaGNC"> 47 : selectedScores.push_back(suLabels.at(first_feature));</span></span>
<span id="L29"><span class="lineNum"> 29</span> : // Second with the score of the candidates</span>
<span id="L30"><span class="lineNum"> 30</span> <span class="tlaGNC"> 10 : selectedFeatures.push_back(pop_first(featureOrderCopy));</span></span>
<span id="L31"><span class="lineNum"> 31</span> <span class="tlaGNC"> 10 : auto merit = computeMeritCFS();</span></span>
<span id="L32"><span class="lineNum"> 32</span> <span class="tlaGNC"> 10 : selectedScores.push_back(merit);</span></span>
<span id="L33"><span class="lineNum"> 33</span> <span class="tlaGNC"> 34 : for (const auto feature : featureOrderCopy) {</span></span>
<span id="L34"><span class="lineNum"> 34</span> <span class="tlaGNC"> 34 : selectedFeatures.push_back(feature);</span></span>
<span id="L30"><span class="lineNum"> 30</span> <span class="tlaGNC"> 47 : selectedFeatures.push_back(pop_first(featureOrderCopy));</span></span>
<span id="L31"><span class="lineNum"> 31</span> <span class="tlaGNC"> 47 : auto merit = computeMeritCFS();</span></span>
<span id="L32"><span class="lineNum"> 32</span> <span class="tlaGNC"> 47 : selectedScores.push_back(merit);</span></span>
<span id="L33"><span class="lineNum"> 33</span> <span class="tlaGNC"> 162 : for (const auto feature : featureOrderCopy) {</span></span>
<span id="L34"><span class="lineNum"> 34</span> <span class="tlaGNC"> 162 : selectedFeatures.push_back(feature);</span></span>
<span id="L35"><span class="lineNum"> 35</span> : // Compute merit with selectedFeatures</span>
<span id="L36"><span class="lineNum"> 36</span> <span class="tlaGNC"> 34 : auto meritNew = computeMeritCFS();</span></span>
<span id="L37"><span class="lineNum"> 37</span> <span class="tlaGNC"> 34 : double delta = merit != 0.0 ? std::abs(merit - meritNew) / merit : 0.0;</span></span>
<span id="L38"><span class="lineNum"> 38</span> <span class="tlaGNC"> 34 : if (meritNew &gt; merit || delta &lt; threshold) {</span></span>
<span id="L39"><span class="lineNum"> 39</span> <span class="tlaGNC"> 24 : if (meritNew &gt; merit) {</span></span>
<span id="L36"><span class="lineNum"> 36</span> <span class="tlaGNC"> 162 : auto meritNew = computeMeritCFS();</span></span>
<span id="L37"><span class="lineNum"> 37</span> <span class="tlaGNC"> 162 : double delta = merit != 0.0 ? std::abs(merit - meritNew) / merit : 0.0;</span></span>
<span id="L38"><span class="lineNum"> 38</span> <span class="tlaGNC"> 162 : if (meritNew &gt; merit || delta &lt; threshold) {</span></span>
<span id="L39"><span class="lineNum"> 39</span> <span class="tlaGNC"> 117 : if (meritNew &gt; merit) {</span></span>
<span id="L40"><span class="lineNum"> 40</span> <span class="tlaUNC tlaBgUNC"> 0 : merit = meritNew;</span></span>
<span id="L41"><span class="lineNum"> 41</span> : }</span>
<span id="L42"><span class="lineNum"> 42</span> <span class="tlaGNC tlaBgGNC"> 24 : selectedScores.push_back(meritNew);</span></span>
<span id="L42"><span class="lineNum"> 42</span> <span class="tlaGNC tlaBgGNC"> 117 : selectedScores.push_back(meritNew);</span></span>
<span id="L43"><span class="lineNum"> 43</span> : } else {</span>
<span id="L44"><span class="lineNum"> 44</span> <span class="tlaGNC"> 10 : selectedFeatures.pop_back();</span></span>
<span id="L45"><span class="lineNum"> 45</span> <span class="tlaGNC"> 10 : break;</span></span>
<span id="L44"><span class="lineNum"> 44</span> <span class="tlaGNC"> 45 : selectedFeatures.pop_back();</span></span>
<span id="L45"><span class="lineNum"> 45</span> <span class="tlaGNC"> 47 : break;</span></span>
<span id="L46"><span class="lineNum"> 46</span> : }</span>
<span id="L47"><span class="lineNum"> 47</span> <span class="tlaGNC"> 24 : if (selectedFeatures.size() == maxFeatures) {</span></span>
<span id="L48"><span class="lineNum"> 48</span> <span class="tlaUNC tlaBgUNC"> 0 : break;</span></span>
<span id="L47"><span class="lineNum"> 47</span> <span class="tlaGNC"> 117 : if (selectedFeatures.size() == maxFeatures) {</span></span>
<span id="L48"><span class="lineNum"> 48</span> <span class="tlaGNC"> 2 : break;</span></span>
<span id="L49"><span class="lineNum"> 49</span> : }</span>
<span id="L50"><span class="lineNum"> 50</span> : }</span>
<span id="L51"><span class="lineNum"> 51</span> <span class="tlaGNC tlaBgGNC"> 10 : fitted = true;</span></span>
<span id="L52"><span class="lineNum"> 52</span> <span class="tlaGNC"> 10 : }</span></span>
<span id="L51"><span class="lineNum"> 51</span> <span class="tlaGNC"> 47 : fitted = true;</span></span>
<span id="L52"><span class="lineNum"> 52</span> <span class="tlaGNC"> 47 : }</span></span>
<span id="L53"><span class="lineNum"> 53</span> : }</span>
</pre>
</td>

34
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@@ -0,0 +1,34 @@
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
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<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/IWSS.cc</title>
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<a href="IWSS.cc.gcov.html#top" target="source">Top</a><br><br>
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/IWSS.h - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/IWSS.h - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - IWSS.h<span style="font-size: 80%;"> (<a href="IWSS.h.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - IWSS.h<span style="font-size: 80%;"> (<a href="IWSS.h.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">1</td>
<td class="headerCovTableEntry">1</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,7 +73,7 @@
<tr>
<td class="coverFn"><a href="IWSS.h.gcov.html#L15">bayesnet::IWSS::~IWSS()</a></td>
<td class="coverFnHi">20</td>
<td class="coverFnHi">48</td>
</tr>

18
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/IWSS.h - functions</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/IWSS.h - functions</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - IWSS.h<span style="font-size: 80%;"> (<a href="IWSS.h.gcov.html">source</a> / functions)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - IWSS.h<span style="font-size: 80%;"> (<a href="IWSS.h.gcov.html">source</a> / functions)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">1</td>
<td class="headerCovTableEntry">1</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -65,7 +73,7 @@
<tr>
<td class="coverFn"><a href="IWSS.h.gcov.html#L15">bayesnet::IWSS::~IWSS()</a></td>
<td class="coverFnHi">20</td>
<td class="coverFnHi">48</td>
</tr>

19
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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Frameset//EN">
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<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/IWSS.h</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
<frameset cols="120,*">
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<center>Frames not supported by your browser!<br></center>
</noframes>
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18
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@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection/IWSS.h</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/IWSS.h</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -19,7 +19,7 @@
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - <a href="index.html">bayesnet/feature_selection</a> - IWSS.h<span style="font-size: 80%;"> (source / <a href="IWSS.h.func-c.html">functions</a>)</span></td>
<td width="10%" class="headerValue"><a href="../../index.html" target="_parent">top level</a> - <a href="index.html" target="_parent">bayesnet/feature_selection</a> - IWSS.h<span style="font-size: 80%;"> (source / <a href="IWSS.h.func-c.html">functions</a>)</span></td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
@@ -28,7 +28,7 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
@@ -37,12 +37,20 @@
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">1</td>
<td class="headerCovTableEntry">1</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Lines:
<span class="coverLegendCov">hit</span>
<span class="coverLegendNoCov">not hit</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -76,7 +84,7 @@
<span id="L14"><span class="lineNum"> 14</span> : public:</span>
<span id="L15"><span class="lineNum"> 15</span> : // dataset is a n+1xm tensor of integers where dataset[-1] is the y std::vector</span>
<span id="L16"><span class="lineNum"> 16</span> : IWSS(const torch::Tensor&amp; samples, const std::vector&lt;std::string&gt;&amp; features, const std::string&amp; className, const int maxFeatures, const int classNumStates, const torch::Tensor&amp; weights, const double threshold);</span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC tlaBgGNC"> 20 : virtual ~IWSS() {};</span></span>
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC tlaBgGNC"> 48 : virtual ~IWSS() {};</span></span>
<span id="L18"><span class="lineNum"> 18</span> : void fit() override;</span>
<span id="L19"><span class="lineNum"> 19</span> : private:</span>
<span id="L20"><span class="lineNum"> 20</span> : double threshold = -1;</span>

26
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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html lang="en">
<head>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection/IWSS.h</title>
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<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
<body>
<map name="overview">
<area shape="rect" coords="0,0,79,3" href="IWSS.h.gcov.html#L1" target="source" alt="overview">
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<center>
<a href="IWSS.h.gcov.html#top" target="source">Top</a><br><br>
<img src="IWSS.h.gcov.png" width=80 height=22 alt="Overview" border=0 usemap="#overview">
</center>
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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
<body>
<table width="100%" border=0 cellspacing=0 cellpadding=0>
<tr><td class="title">LCOV - code coverage report</td></tr>
<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
<tr>
<td width="100%">
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - bayesnet/feature_selection</td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
<td width="5%" class="headerCovTableHead" title="Covered + Uncovered code">Total</td>
<td width="5%" class="headerCovTableHead" title="Exercised code only">Hit</td>
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">98.7&nbsp;%</td>
<td class="headerCovTableEntry">152</td>
<td class="headerCovTableEntry">150</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">19</td>
<td class="headerCovTableEntry">19</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Rating:
<span class="coverLegendCovLo" title="Coverage rates below 75 % are classified as low">low: &lt; 75 %</span>
<span class="coverLegendCovMed" title="Coverage rates between 75 % and 90 % are classified as medium">medium: &gt;= 75 %</span>
<span class="coverLegendCovHi" title="Coverage rates of 90 % and more are classified as high">high: &gt;= 90 %</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
</td>
</tr>
<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
<center>
<table width="80%" cellpadding=1 cellspacing=1 border=0>
<tr>
<td width="40%"><br></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
</tr>
<tr>
<td class="tableHead" rowspan=2>Filename <span title="Click to sort table by file name" class="tableHeadSort"><a href="index.html"><img src="../../updown.png" width=10 height=14 alt="Sort by file name" title="Click to sort table by file name" border=0></a></span></td>
<td class="tableHead" colspan=4>Line Coverage ( <a title="Click to show per-testcase coverage details" class="detail" href="index-detail-sort-f.html">show details</a> ) <span title="Click to sort table by line coverage" class="tableHeadSort"><a href="index-sort-l.html"><img src="../../updown.png" width=10 height=14 alt="Sort by line coverage" title="Click to sort table by line coverage" border=0></a></span></td>
<td class="tableHead" colspan=3>Function Coverage <span title="Click to sort table by function coverage" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function coverage" title="Click to sort table by function coverage" border=0></span></td>
</tr>
<tr>
<td class="tableHead" colspan=2> Rate</td>
<td class="tableHead"> Total</td>
<td class="tableHead"> Hit</td>
<td class="tableHead"> Rate</td>
<td class="tableHead"> Total</td>
<td class="tableHead"> Hit</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.h.gcov.frameset.html">FCBF.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.h.gcov.frameset.html">FeatureSelect.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.h.gcov.frameset.html">IWSS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.cc.gcov.frameset.html">CFS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=98 height=10 alt="97.8%"><img src="../../snow.png" width=2 height=10 alt="97.8%"></td></tr></table>
</td>
<td class="coverPerHi">97.8&nbsp;%</td>
<td class="coverNumDflt">45</td>
<td class="coverNumDflt">44</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.h.gcov.frameset.html">CFS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">4</td>
<td class="coverNumDflt">4</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.cc.gcov.frameset.html">FCBF.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">26</td>
<td class="coverNumDflt">26</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.cc.gcov.frameset.html">IWSS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=97 height=10 alt="96.7%"><img src="../../snow.png" width=3 height=10 alt="96.7%"></td></tr></table>
</td>
<td class="coverPerHi">96.7&nbsp;%</td>
<td class="coverNumDflt">30</td>
<td class="coverNumDflt">29</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.cc.gcov.frameset.html">FeatureSelect.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">44</td>
<td class="coverNumDflt">44</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">8</td>
<td class="coverNumDflt">8</td>
</tr>
</table>
</center>
<br>
<table width="100%" border=0 cellspacing=0 cellpadding=0>
<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
<tr><td class="versionInfo">Generated by: <a href="https://github.com//linux-test-project/lcov">LCOV version 2.0-1</a></td></tr>
</table>
<br>
</body>
</html>

198
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@@ -0,0 +1,198 @@
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
<body>
<table width="100%" border=0 cellspacing=0 cellpadding=0>
<tr><td class="title">LCOV - code coverage report</td></tr>
<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
<tr>
<td width="100%">
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - bayesnet/feature_selection</td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
<td width="5%" class="headerCovTableHead" title="Covered + Uncovered code">Total</td>
<td width="5%" class="headerCovTableHead" title="Exercised code only">Hit</td>
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">98.7&nbsp;%</td>
<td class="headerCovTableEntry">152</td>
<td class="headerCovTableEntry">150</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">19</td>
<td class="headerCovTableEntry">19</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Rating:
<span class="coverLegendCovLo" title="Coverage rates below 75 % are classified as low">low: &lt; 75 %</span>
<span class="coverLegendCovMed" title="Coverage rates between 75 % and 90 % are classified as medium">medium: &gt;= 75 %</span>
<span class="coverLegendCovHi" title="Coverage rates of 90 % and more are classified as high">high: &gt;= 90 %</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
</td>
</tr>
<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
<center>
<table width="80%" cellpadding=1 cellspacing=1 border=0>
<tr>
<td width="40%"><br></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
</tr>
<tr>
<td class="tableHead" rowspan=2>Filename <span title="Click to sort table by file name" class="tableHeadSort"><a href="index.html"><img src="../../updown.png" width=10 height=14 alt="Sort by file name" title="Click to sort table by file name" border=0></a></span></td>
<td class="tableHead" colspan=4>Line Coverage ( <a title="Click to show per-testcase coverage details" class="detail" href="index-detail-sort-l.html">show details</a> ) <span title="Click to sort table by line coverage" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by line coverage" title="Click to sort table by line coverage" border=0></span></td>
<td class="tableHead" colspan=3>Function Coverage <span title="Click to sort table by function coverage" class="tableHeadSort"><a href="index-sort-f.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function coverage" title="Click to sort table by function coverage" border=0></a></span></td>
</tr>
<tr>
<td class="tableHead" colspan=2> Rate</td>
<td class="tableHead"> Total</td>
<td class="tableHead"> Hit</td>
<td class="tableHead"> Rate</td>
<td class="tableHead"> Total</td>
<td class="tableHead"> Hit</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.cc.gcov.frameset.html">IWSS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=97 height=10 alt="96.7%"><img src="../../snow.png" width=3 height=10 alt="96.7%"></td></tr></table>
</td>
<td class="coverPerHi">96.7&nbsp;%</td>
<td class="coverNumDflt">30</td>
<td class="coverNumDflt">29</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.cc.gcov.frameset.html">CFS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=98 height=10 alt="97.8%"><img src="../../snow.png" width=2 height=10 alt="97.8%"></td></tr></table>
</td>
<td class="coverPerHi">97.8&nbsp;%</td>
<td class="coverNumDflt">45</td>
<td class="coverNumDflt">44</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.h.gcov.frameset.html">FCBF.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.h.gcov.frameset.html">FeatureSelect.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.h.gcov.frameset.html">IWSS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.h.gcov.frameset.html">CFS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">4</td>
<td class="coverNumDflt">4</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.cc.gcov.frameset.html">FCBF.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">26</td>
<td class="coverNumDflt">26</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.cc.gcov.frameset.html">FeatureSelect.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">44</td>
<td class="coverNumDflt">44</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">8</td>
<td class="coverNumDflt">8</td>
</tr>
</table>
</center>
<br>
<table width="100%" border=0 cellspacing=0 cellpadding=0>
<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
<tr><td class="versionInfo">Generated by: <a href="https://github.com//linux-test-project/lcov">LCOV version 2.0-1</a></td></tr>
</table>
<br>
</body>
</html>

198
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@@ -0,0 +1,198 @@
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
<body>
<table width="100%" border=0 cellspacing=0 cellpadding=0>
<tr><td class="title">LCOV - code coverage report</td></tr>
<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
<tr>
<td width="100%">
<table cellpadding=1 border=0 width="100%">
<tr>
<td width="10%" class="headerItem">Current view:</td>
<td width="10%" class="headerValue"><a href="../../index.html">top level</a> - bayesnet/feature_selection</td>
<td width="5%"></td>
<td width="5%"></td>
<td width="5%" class="headerCovTableHead">Coverage</td>
<td width="5%" class="headerCovTableHead" title="Covered + Uncovered code">Total</td>
<td width="5%" class="headerCovTableHead" title="Exercised code only">Hit</td>
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">98.7&nbsp;%</td>
<td class="headerCovTableEntry">152</td>
<td class="headerCovTableEntry">150</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">19</td>
<td class="headerCovTableEntry">19</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Rating:
<span class="coverLegendCovLo" title="Coverage rates below 75 % are classified as low">low: &lt; 75 %</span>
<span class="coverLegendCovMed" title="Coverage rates between 75 % and 90 % are classified as medium">medium: &gt;= 75 %</span>
<span class="coverLegendCovHi" title="Coverage rates of 90 % and more are classified as high">high: &gt;= 90 %</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
</td>
</tr>
<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
<center>
<table width="80%" cellpadding=1 cellspacing=1 border=0>
<tr>
<td width="40%"><br></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
<td width="8%"></td>
</tr>
<tr>
<td class="tableHead" rowspan=2>Filename <span title="Click to sort table by file name" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by file name" title="Click to sort table by file name" border=0></span></td>
<td class="tableHead" colspan=4>Line Coverage ( <a title="Click to show per-testcase coverage details" class="detail" href="index-detail.html">show details</a> ) <span title="Click to sort table by line coverage" class="tableHeadSort"><a href="index-sort-l.html"><img src="../../updown.png" width=10 height=14 alt="Sort by line coverage" title="Click to sort table by line coverage" border=0></a></span></td>
<td class="tableHead" colspan=3>Function Coverage <span title="Click to sort table by function coverage" class="tableHeadSort"><a href="index-sort-f.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function coverage" title="Click to sort table by function coverage" border=0></a></span></td>
</tr>
<tr>
<td class="tableHead" colspan=2> Rate</td>
<td class="tableHead"> Total</td>
<td class="tableHead"> Hit</td>
<td class="tableHead"> Rate</td>
<td class="tableHead"> Total</td>
<td class="tableHead"> Hit</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.cc.gcov.frameset.html">CFS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=98 height=10 alt="97.8%"><img src="../../snow.png" width=2 height=10 alt="97.8%"></td></tr></table>
</td>
<td class="coverPerHi">97.8&nbsp;%</td>
<td class="coverNumDflt">45</td>
<td class="coverNumDflt">44</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.h.gcov.frameset.html">CFS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">4</td>
<td class="coverNumDflt">4</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.cc.gcov.frameset.html">FCBF.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">26</td>
<td class="coverNumDflt">26</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.h.gcov.frameset.html">FCBF.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.cc.gcov.frameset.html">FeatureSelect.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">44</td>
<td class="coverNumDflt">44</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">8</td>
<td class="coverNumDflt">8</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.h.gcov.frameset.html">FeatureSelect.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.cc.gcov.frameset.html">IWSS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=97 height=10 alt="96.7%"><img src="../../snow.png" width=3 height=10 alt="96.7%"></td></tr></table>
</td>
<td class="coverPerHi">96.7&nbsp;%</td>
<td class="coverNumDflt">30</td>
<td class="coverNumDflt">29</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.h.gcov.frameset.html">IWSS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">1</td>
<td class="coverNumDflt">1</td>
</tr>
</table>
</center>
<br>
<table width="100%" border=0 cellspacing=0 cellpadding=0>
<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
<tr><td class="versionInfo">Generated by: <a href="https://github.com//linux-test-project/lcov">LCOV version 2.0-1</a></td></tr>
</table>
<br>
</body>
</html>

49
html/bayesnet/feature_selection/index-sort-f.html
View File

@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -28,21 +28,30 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">96.7&nbsp;%</td>
<td class="headerCovTableEntryHi">98.7&nbsp;%</td>
<td class="headerCovTableEntry">152</td>
<td class="headerCovTableEntry">147</td>
<td class="headerCovTableEntry">150</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">19</td>
<td class="headerCovTableEntry">19</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Rating:
<span class="coverLegendCovLo" title="Coverage rates below 75 % are classified as low">low: &lt; 75 %</span>
<span class="coverLegendCovMed" title="Coverage rates between 75 % and 90 % are classified as medium">medium: &gt;= 75 %</span>
<span class="coverLegendCovHi" title="Coverage rates of 90 % and more are classified as high">high: &gt;= 90 %</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -68,7 +77,7 @@
<tr>
<td class="tableHead" rowspan=2>Filename <span title="Click to sort table by file name" class="tableHeadSort"><a href="index.html"><img src="../../updown.png" width=10 height=14 alt="Sort by file name" title="Click to sort table by file name" border=0></a></span></td>
<td class="tableHead" colspan=4>Line Coverage <span title="Click to sort table by line coverage" class="tableHeadSort"><a href="index-sort-l.html"><img src="../../updown.png" width=10 height=14 alt="Sort by line coverage" title="Click to sort table by line coverage" border=0></a></span></td>
<td class="tableHead" colspan=4>Line Coverage ( <a title="Click to show per-testcase coverage details" class="detail" href="index-detail-sort-f.html">show details</a> ) <span title="Click to sort table by line coverage" class="tableHeadSort"><a href="index-sort-l.html"><img src="../../updown.png" width=10 height=14 alt="Sort by line coverage" title="Click to sort table by line coverage" border=0></a></span></td>
<td class="tableHead" colspan=3>Function Coverage <span title="Click to sort table by function coverage" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function coverage" title="Click to sort table by function coverage" border=0></span></td>
</tr>
<tr>
@@ -80,7 +89,7 @@
<td class="tableHead"> Hit</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.h.gcov.html">FCBF.h</a></td>
<td class="coverFile"><a href="FCBF.h.gcov.frameset.html">FCBF.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -92,7 +101,7 @@
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.h.gcov.html">FeatureSelect.h</a></td>
<td class="coverFile"><a href="FeatureSelect.h.gcov.frameset.html">FeatureSelect.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -104,7 +113,7 @@
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.h.gcov.html">IWSS.h</a></td>
<td class="coverFile"><a href="IWSS.h.gcov.frameset.html">IWSS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -116,7 +125,7 @@
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.cc.gcov.html">CFS.cc</a></td>
<td class="coverFile"><a href="CFS.cc.gcov.frameset.html">CFS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=98 height=10 alt="97.8%"><img src="../../snow.png" width=2 height=10 alt="97.8%"></td></tr></table>
</td>
@@ -128,7 +137,7 @@
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.h.gcov.html">CFS.h</a></td>
<td class="coverFile"><a href="CFS.h.gcov.frameset.html">CFS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -140,31 +149,31 @@
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.cc.gcov.html">FCBF.cc</a></td>
<td class="coverFile"><a href="FCBF.cc.gcov.frameset.html">FCBF.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=92 height=10 alt="92.3%"><img src="../../snow.png" width=8 height=10 alt="92.3%"></td></tr></table>
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">92.3&nbsp;%</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">26</td>
<td class="coverNumDflt">26</td>
<td class="coverNumDflt">24</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.cc.gcov.html">IWSS.cc</a></td>
<td class="coverFile"><a href="IWSS.cc.gcov.frameset.html">IWSS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=93 height=10 alt="93.3%"><img src="../../snow.png" width=7 height=10 alt="93.3%"></td></tr></table>
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=97 height=10 alt="96.7%"><img src="../../snow.png" width=3 height=10 alt="96.7%"></td></tr></table>
</td>
<td class="coverPerHi">93.3&nbsp;%</td>
<td class="coverPerHi">96.7&nbsp;%</td>
<td class="coverNumDflt">30</td>
<td class="coverNumDflt">28</td>
<td class="coverNumDflt">29</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.cc.gcov.html">FeatureSelect.cc</a></td>
<td class="coverFile"><a href="FeatureSelect.cc.gcov.frameset.html">FeatureSelect.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>

65
html/bayesnet/feature_selection/index-sort-l.html
View File

@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -28,21 +28,30 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">96.7&nbsp;%</td>
<td class="headerCovTableEntryHi">98.7&nbsp;%</td>
<td class="headerCovTableEntry">152</td>
<td class="headerCovTableEntry">147</td>
<td class="headerCovTableEntry">150</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">19</td>
<td class="headerCovTableEntry">19</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Rating:
<span class="coverLegendCovLo" title="Coverage rates below 75 % are classified as low">low: &lt; 75 %</span>
<span class="coverLegendCovMed" title="Coverage rates between 75 % and 90 % are classified as medium">medium: &gt;= 75 %</span>
<span class="coverLegendCovHi" title="Coverage rates of 90 % and more are classified as high">high: &gt;= 90 %</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -68,7 +77,7 @@
<tr>
<td class="tableHead" rowspan=2>Filename <span title="Click to sort table by file name" class="tableHeadSort"><a href="index.html"><img src="../../updown.png" width=10 height=14 alt="Sort by file name" title="Click to sort table by file name" border=0></a></span></td>
<td class="tableHead" colspan=4>Line Coverage <span title="Click to sort table by line coverage" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by line coverage" title="Click to sort table by line coverage" border=0></span></td>
<td class="tableHead" colspan=4>Line Coverage ( <a title="Click to show per-testcase coverage details" class="detail" href="index-detail-sort-l.html">show details</a> ) <span title="Click to sort table by line coverage" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by line coverage" title="Click to sort table by line coverage" border=0></span></td>
<td class="tableHead" colspan=3>Function Coverage <span title="Click to sort table by function coverage" class="tableHeadSort"><a href="index-sort-f.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function coverage" title="Click to sort table by function coverage" border=0></a></span></td>
</tr>
<tr>
@@ -80,31 +89,19 @@
<td class="tableHead"> Hit</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.cc.gcov.html">FCBF.cc</a></td>
<td class="coverFile"><a href="IWSS.cc.gcov.frameset.html">IWSS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=92 height=10 alt="92.3%"><img src="../../snow.png" width=8 height=10 alt="92.3%"></td></tr></table>
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=97 height=10 alt="96.7%"><img src="../../snow.png" width=3 height=10 alt="96.7%"></td></tr></table>
</td>
<td class="coverPerHi">92.3&nbsp;%</td>
<td class="coverNumDflt">26</td>
<td class="coverNumDflt">24</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.cc.gcov.html">IWSS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=93 height=10 alt="93.3%"><img src="../../snow.png" width=7 height=10 alt="93.3%"></td></tr></table>
</td>
<td class="coverPerHi">93.3&nbsp;%</td>
<td class="coverPerHi">96.7&nbsp;%</td>
<td class="coverNumDflt">30</td>
<td class="coverNumDflt">28</td>
<td class="coverNumDflt">29</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.cc.gcov.html">CFS.cc</a></td>
<td class="coverFile"><a href="CFS.cc.gcov.frameset.html">CFS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=98 height=10 alt="97.8%"><img src="../../snow.png" width=2 height=10 alt="97.8%"></td></tr></table>
</td>
@@ -116,7 +113,7 @@
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.h.gcov.html">FCBF.h</a></td>
<td class="coverFile"><a href="FCBF.h.gcov.frameset.html">FCBF.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -128,7 +125,7 @@
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.h.gcov.html">FeatureSelect.h</a></td>
<td class="coverFile"><a href="FeatureSelect.h.gcov.frameset.html">FeatureSelect.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -140,7 +137,7 @@
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.h.gcov.html">IWSS.h</a></td>
<td class="coverFile"><a href="IWSS.h.gcov.frameset.html">IWSS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -152,7 +149,7 @@
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.h.gcov.html">CFS.h</a></td>
<td class="coverFile"><a href="CFS.h.gcov.frameset.html">CFS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -164,7 +161,19 @@
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.cc.gcov.html">FeatureSelect.cc</a></td>
<td class="coverFile"><a href="FCBF.cc.gcov.frameset.html">FCBF.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">26</td>
<td class="coverNumDflt">26</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.cc.gcov.frameset.html">FeatureSelect.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>

49
html/bayesnet/feature_selection/index.html
View File

@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>LCOV - coverage.info - bayesnet/feature_selection</title>
<title>LCOV - BayesNet Coverage Report - bayesnet/feature_selection</title>
<link rel="stylesheet" type="text/css" href="../../gcov.css">
</head>
@@ -28,21 +28,30 @@
</tr>
<tr>
<td class="headerItem">Test:</td>
<td class="headerValue">coverage.info</td>
<td class="headerValue">BayesNet Coverage Report</td>
<td></td>
<td class="headerItem">Lines:</td>
<td class="headerCovTableEntryHi">96.7&nbsp;%</td>
<td class="headerCovTableEntryHi">98.7&nbsp;%</td>
<td class="headerCovTableEntry">152</td>
<td class="headerCovTableEntry">147</td>
<td class="headerCovTableEntry">150</td>
</tr>
<tr>
<td class="headerItem">Test Date:</td>
<td class="headerValue">2024-04-30 20:26:57</td>
<td class="headerValue">2024-05-06 17:54:04</td>
<td></td>
<td class="headerItem">Functions:</td>
<td class="headerCovTableEntryHi">100.0&nbsp;%</td>
<td class="headerCovTableEntry">19</td>
<td class="headerCovTableEntry">19</td>
</tr>
<tr>
<td class="headerItem">Legend:</td>
<td class="headerValueLeg"> Rating:
<span class="coverLegendCovLo" title="Coverage rates below 75 % are classified as low">low: &lt; 75 %</span>
<span class="coverLegendCovMed" title="Coverage rates between 75 % and 90 % are classified as medium">medium: &gt;= 75 %</span>
<span class="coverLegendCovHi" title="Coverage rates of 90 % and more are classified as high">high: &gt;= 90 %</span>
</td>
<td></td>
</tr>
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
</table>
@@ -68,7 +77,7 @@
<tr>
<td class="tableHead" rowspan=2>Filename <span title="Click to sort table by file name" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by file name" title="Click to sort table by file name" border=0></span></td>
<td class="tableHead" colspan=4>Line Coverage <span title="Click to sort table by line coverage" class="tableHeadSort"><a href="index-sort-l.html"><img src="../../updown.png" width=10 height=14 alt="Sort by line coverage" title="Click to sort table by line coverage" border=0></a></span></td>
<td class="tableHead" colspan=4>Line Coverage ( <a title="Click to show per-testcase coverage details" class="detail" href="index-detail.html">show details</a> ) <span title="Click to sort table by line coverage" class="tableHeadSort"><a href="index-sort-l.html"><img src="../../updown.png" width=10 height=14 alt="Sort by line coverage" title="Click to sort table by line coverage" border=0></a></span></td>
<td class="tableHead" colspan=3>Function Coverage <span title="Click to sort table by function coverage" class="tableHeadSort"><a href="index-sort-f.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function coverage" title="Click to sort table by function coverage" border=0></a></span></td>
</tr>
<tr>
@@ -80,7 +89,7 @@
<td class="tableHead"> Hit</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.cc.gcov.html">CFS.cc</a></td>
<td class="coverFile"><a href="CFS.cc.gcov.frameset.html">CFS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=98 height=10 alt="97.8%"><img src="../../snow.png" width=2 height=10 alt="97.8%"></td></tr></table>
</td>
@@ -92,7 +101,7 @@
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="CFS.h.gcov.html">CFS.h</a></td>
<td class="coverFile"><a href="CFS.h.gcov.frameset.html">CFS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -104,19 +113,19 @@
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.cc.gcov.html">FCBF.cc</a></td>
<td class="coverFile"><a href="FCBF.cc.gcov.frameset.html">FCBF.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=92 height=10 alt="92.3%"><img src="../../snow.png" width=8 height=10 alt="92.3%"></td></tr></table>
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
<td class="coverPerHi">92.3&nbsp;%</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">26</td>
<td class="coverNumDflt">26</td>
<td class="coverNumDflt">24</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="FCBF.h.gcov.html">FCBF.h</a></td>
<td class="coverFile"><a href="FCBF.h.gcov.frameset.html">FCBF.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -128,7 +137,7 @@
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.cc.gcov.html">FeatureSelect.cc</a></td>
<td class="coverFile"><a href="FeatureSelect.cc.gcov.frameset.html">FeatureSelect.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -140,7 +149,7 @@
<td class="coverNumDflt">8</td>
</tr>
<tr>
<td class="coverFile"><a href="FeatureSelect.h.gcov.html">FeatureSelect.h</a></td>
<td class="coverFile"><a href="FeatureSelect.h.gcov.frameset.html">FeatureSelect.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>
@@ -152,19 +161,19 @@
<td class="coverNumDflt">1</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.cc.gcov.html">IWSS.cc</a></td>
<td class="coverFile"><a href="IWSS.cc.gcov.frameset.html">IWSS.cc</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=93 height=10 alt="93.3%"><img src="../../snow.png" width=7 height=10 alt="93.3%"></td></tr></table>
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=97 height=10 alt="96.7%"><img src="../../snow.png" width=3 height=10 alt="96.7%"></td></tr></table>
</td>
<td class="coverPerHi">93.3&nbsp;%</td>
<td class="coverPerHi">96.7&nbsp;%</td>
<td class="coverNumDflt">30</td>
<td class="coverNumDflt">28</td>
<td class="coverNumDflt">29</td>
<td class="coverPerHi">100.0&nbsp;%</td>
<td class="coverNumDflt">2</td>
<td class="coverNumDflt">2</td>
</tr>
<tr>
<td class="coverFile"><a href="IWSS.h.gcov.html">IWSS.h</a></td>
<td class="coverFile"><a href="IWSS.h.gcov.frameset.html">IWSS.h</a></td>
<td class="coverBar" align="center">
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=100 height=10 alt="100.0%"></td></tr></table>
</td>