Add link to the coverage report in the README.md coverage label
This commit is contained in:
89
html/bayesnet/feature_selection/CFS.cc.func-c.html
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89
html/bayesnet/feature_selection/CFS.cc.func-c.html
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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
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<html lang="en">
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<head>
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<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
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<title>LCOV - coverage.info - bayesnet/feature_selection/CFS.cc - functions</title>
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<link rel="stylesheet" type="text/css" href="../../gcov.css">
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</head>
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<body>
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<table width="100%" border=0 cellspacing=0 cellpadding=0>
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<tr><td class="title">LCOV - code coverage report</td></tr>
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<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
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<tr>
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<td width="100%">
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<table cellpadding=1 border=0 width="100%">
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<tr>
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<td width="10%" class="headerItem">Current view:</td>
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<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>
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<td width="5%"></td>
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<td width="5%"></td>
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<td width="5%" class="headerCovTableHead">Coverage</td>
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<td width="5%" class="headerCovTableHead" title="Covered + Uncovered code">Total</td>
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<td width="5%" class="headerCovTableHead" title="Exercised code only">Hit</td>
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</tr>
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<tr>
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<td class="headerItem">Test:</td>
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<td class="headerValue">coverage.info</td>
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<td></td>
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<td class="headerItem">Lines:</td>
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<td class="headerCovTableEntryHi">97.8 %</td>
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<td class="headerCovTableEntry">45</td>
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<td class="headerCovTableEntry">44</td>
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</tr>
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<tr>
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<td class="headerItem">Test Date:</td>
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<td class="headerValue">2024-04-21 16:43:29</td>
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<td></td>
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<td class="headerItem">Functions:</td>
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<td class="headerCovTableEntryHi">100.0 %</td>
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<td class="headerCovTableEntry">2</td>
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<td class="headerCovTableEntry">2</td>
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</tr>
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<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
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</table>
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</td>
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</tr>
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<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
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</table>
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<center>
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<table cellpadding=1 cellspacing=1 border=0>
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<tr><td><br></td></tr>
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<tr>
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<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><a href="CFS.cc.func.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></a></span></td>
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<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></span></td>
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</tr>
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<tr>
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<td class="coverFn"><a href="CFS.cc.gcov.html#L9">_ZN8bayesnet3CFS3fitEv</a></td>
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<td class="coverFnHi">6</td>
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</tr>
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<tr>
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<td class="coverFn"><a href="CFS.cc.gcov.html#L43">_ZN8bayesnet3CFS24computeContinueConditionERKSt6vectorIiSaIiEE</a></td>
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<td class="coverFnHi">28</td>
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</tr>
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</table>
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<br>
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</center>
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<table width="100%" border=0 cellspacing=0 cellpadding=0>
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<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
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<tr><td class="versionInfo">Generated by: <a href="https://github.com//linux-test-project/lcov" target="_parent">LCOV version 2.0-1</a></td></tr>
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</table>
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<br>
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</body>
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</html>
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89
html/bayesnet/feature_selection/CFS.cc.func.html
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89
html/bayesnet/feature_selection/CFS.cc.func.html
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@@ -0,0 +1,89 @@
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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
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<html lang="en">
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<head>
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<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
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||||
<title>LCOV - coverage.info - bayesnet/feature_selection/CFS.cc - functions</title>
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<link rel="stylesheet" type="text/css" href="../../gcov.css">
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</head>
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||||
<body>
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||||
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||||
<table width="100%" border=0 cellspacing=0 cellpadding=0>
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||||
<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>
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||||
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||||
<tr>
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<td width="100%">
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<table cellpadding=1 border=0 width="100%">
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<tr>
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<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>
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<td width="5%"></td>
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<td width="5%"></td>
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<td width="5%" class="headerCovTableHead">Coverage</td>
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<td width="5%" class="headerCovTableHead" title="Covered + Uncovered code">Total</td>
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<td width="5%" class="headerCovTableHead" title="Exercised code only">Hit</td>
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</tr>
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<tr>
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<td class="headerItem">Test:</td>
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<td class="headerValue">coverage.info</td>
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<td></td>
|
||||
<td class="headerItem">Lines:</td>
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<td class="headerCovTableEntryHi">97.8 %</td>
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||||
<td class="headerCovTableEntry">45</td>
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||||
<td class="headerCovTableEntry">44</td>
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</tr>
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<tr>
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<td class="headerItem">Test Date:</td>
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<td class="headerValue">2024-04-21 16:43:29</td>
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<td></td>
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<td class="headerItem">Functions:</td>
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<td class="headerCovTableEntryHi">100.0 %</td>
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<td class="headerCovTableEntry">2</td>
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<td class="headerCovTableEntry">2</td>
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</tr>
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<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
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||||
</table>
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||||
</td>
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||||
</tr>
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<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
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</table>
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<center>
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<table cellpadding=1 cellspacing=1 border=0>
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<tr><td><br></td></tr>
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<tr>
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<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></span></td>
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||||
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||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><a href="CFS.cc.func-c.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></a></span></td>
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||||
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||||
</tr>
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<tr>
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||||
<td class="coverFn"><a href="CFS.cc.gcov.html#L43">_ZN8bayesnet3CFS24computeContinueConditionERKSt6vectorIiSaIiEE</a></td>
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||||
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||||
<td class="coverFnHi">28</td>
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||||
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||||
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||||
</tr>
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||||
<tr>
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||||
<td class="coverFn"><a href="CFS.cc.gcov.html#L9">_ZN8bayesnet3CFS3fitEv</a></td>
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<td class="coverFnHi">6</td>
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||||
</tr>
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</table>
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<br>
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</center>
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||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
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||||
</table>
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||||
<br>
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</body>
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</html>
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154
html/bayesnet/feature_selection/CFS.cc.gcov.html
Normal file
154
html/bayesnet/feature_selection/CFS.cc.gcov.html
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@@ -0,0 +1,154 @@
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||||
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
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||||
|
||||
<html lang="en">
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||||
|
||||
<head>
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||||
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
|
||||
<title>LCOV - coverage.info - bayesnet/feature_selection/CFS.cc</title>
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||||
<link rel="stylesheet" type="text/css" href="../../gcov.css">
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||||
</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> - <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>
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||||
<td width="5%"></td>
|
||||
<td width="5%"></td>
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||||
<td width="5%" class="headerCovTableHead">Coverage</td>
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||||
<td width="5%" class="headerCovTableHead" title="Covered + Uncovered code">Total</td>
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||||
<td width="5%" class="headerCovTableHead" title="Exercised code only">Hit</td>
|
||||
</tr>
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||||
<tr>
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||||
<td class="headerItem">Test:</td>
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||||
<td class="headerValue">coverage.info</td>
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||||
<td></td>
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||||
<td class="headerItem">Lines:</td>
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||||
<td class="headerCovTableEntryHi">97.8 %</td>
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||||
<td class="headerCovTableEntry">45</td>
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||||
<td class="headerCovTableEntry">44</td>
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||||
</tr>
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||||
<tr>
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||||
<td class="headerItem">Test Date:</td>
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||||
<td class="headerValue">2024-04-21 16:43:29</td>
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||||
<td></td>
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||||
<td class="headerItem">Functions:</td>
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||||
<td class="headerCovTableEntryHi">100.0 %</td>
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||||
<td class="headerCovTableEntry">2</td>
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||||
<td class="headerCovTableEntry">2</td>
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||||
</tr>
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||||
<tr><td><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
|
||||
</table>
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||||
</td>
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||||
</tr>
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||||
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||||
<tr><td class="ruler"><img src="../../glass.png" width=3 height=3 alt=""></td></tr>
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||||
</table>
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||||
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<table cellpadding=0 cellspacing=0 border=0>
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<tr>
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<td><br></td>
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||||
</tr>
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<tr>
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||||
<td>
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<pre class="sourceHeading"> Line data Source code</pre>
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<pre class="source">
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<span id="L1"><span class="lineNum"> 1</span> : // ***************************************************************</span>
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<span id="L2"><span class="lineNum"> 2</span> : // SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez</span>
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<span id="L3"><span class="lineNum"> 3</span> : // SPDX-FileType: SOURCE</span>
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<span id="L4"><span class="lineNum"> 4</span> : // SPDX-License-Identifier: MIT</span>
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<span id="L5"><span class="lineNum"> 5</span> : // ***************************************************************</span>
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<span id="L6"><span class="lineNum"> 6</span> : </span>
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<span id="L7"><span class="lineNum"> 7</span> : #include <limits></span>
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<span id="L8"><span class="lineNum"> 8</span> : #include "bayesnet/utils/bayesnetUtils.h"</span>
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<span id="L9"><span class="lineNum"> 9</span> : #include "CFS.h"</span>
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<span id="L10"><span class="lineNum"> 10</span> : namespace bayesnet {</span>
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<span id="L11"><span class="lineNum"> 11</span> <span class="tlaGNC tlaBgGNC"> 6 : void CFS::fit()</span></span>
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<span id="L12"><span class="lineNum"> 12</span> : {</span>
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<span id="L13"><span class="lineNum"> 13</span> <span class="tlaGNC"> 6 : initialize();</span></span>
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<span id="L14"><span class="lineNum"> 14</span> <span class="tlaGNC"> 6 : computeSuLabels();</span></span>
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<span id="L15"><span class="lineNum"> 15</span> <span class="tlaGNC"> 6 : auto featureOrder = argsort(suLabels); // sort descending order</span></span>
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<span id="L16"><span class="lineNum"> 16</span> <span class="tlaGNC"> 6 : auto continueCondition = true;</span></span>
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<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 6 : auto feature = featureOrder[0];</span></span>
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<span id="L18"><span class="lineNum"> 18</span> <span class="tlaGNC"> 6 : selectedFeatures.push_back(feature);</span></span>
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<span id="L19"><span class="lineNum"> 19</span> <span class="tlaGNC"> 6 : selectedScores.push_back(suLabels[feature]);</span></span>
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<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 6 : featureOrder.erase(featureOrder.begin());</span></span>
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<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 34 : while (continueCondition) {</span></span>
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<span id="L22"><span class="lineNum"> 22</span> <span class="tlaGNC"> 28 : double merit = std::numeric_limits<double>::lowest();</span></span>
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<span id="L23"><span class="lineNum"> 23</span> <span class="tlaGNC"> 28 : int bestFeature = -1;</span></span>
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<span id="L24"><span class="lineNum"> 24</span> <span class="tlaGNC"> 164 : for (auto feature : featureOrder) {</span></span>
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<span id="L25"><span class="lineNum"> 25</span> <span class="tlaGNC"> 136 : selectedFeatures.push_back(feature);</span></span>
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<span id="L26"><span class="lineNum"> 26</span> : // Compute merit with selectedFeatures</span>
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<span id="L27"><span class="lineNum"> 27</span> <span class="tlaGNC"> 136 : auto meritNew = computeMeritCFS();</span></span>
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<span id="L28"><span class="lineNum"> 28</span> <span class="tlaGNC"> 136 : if (meritNew > merit) {</span></span>
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<span id="L29"><span class="lineNum"> 29</span> <span class="tlaGNC"> 57 : merit = meritNew;</span></span>
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<span id="L30"><span class="lineNum"> 30</span> <span class="tlaGNC"> 57 : bestFeature = feature;</span></span>
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<span id="L31"><span class="lineNum"> 31</span> : }</span>
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<span id="L32"><span class="lineNum"> 32</span> <span class="tlaGNC"> 136 : selectedFeatures.pop_back();</span></span>
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<span id="L33"><span class="lineNum"> 33</span> : }</span>
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<span id="L34"><span class="lineNum"> 34</span> <span class="tlaGNC"> 28 : if (bestFeature == -1) {</span></span>
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<span id="L35"><span class="lineNum"> 35</span> : // meritNew has to be nan due to constant features</span>
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<span id="L36"><span class="lineNum"> 36</span> <span class="tlaUNC tlaBgUNC"> 0 : break;</span></span>
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<span id="L37"><span class="lineNum"> 37</span> : }</span>
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<span id="L38"><span class="lineNum"> 38</span> <span class="tlaGNC tlaBgGNC"> 28 : selectedFeatures.push_back(bestFeature);</span></span>
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<span id="L39"><span class="lineNum"> 39</span> <span class="tlaGNC"> 28 : selectedScores.push_back(merit);</span></span>
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<span id="L40"><span class="lineNum"> 40</span> <span class="tlaGNC"> 28 : featureOrder.erase(remove(featureOrder.begin(), featureOrder.end(), bestFeature), featureOrder.end());</span></span>
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<span id="L41"><span class="lineNum"> 41</span> <span class="tlaGNC"> 28 : continueCondition = computeContinueCondition(featureOrder);</span></span>
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<span id="L42"><span class="lineNum"> 42</span> : }</span>
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<span id="L43"><span class="lineNum"> 43</span> <span class="tlaGNC"> 6 : fitted = true;</span></span>
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<span id="L44"><span class="lineNum"> 44</span> <span class="tlaGNC"> 6 : }</span></span>
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<span id="L45"><span class="lineNum"> 45</span> <span class="tlaGNC"> 28 : bool CFS::computeContinueCondition(const std::vector<int>& featureOrder)</span></span>
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<span id="L46"><span class="lineNum"> 46</span> : {</span>
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<span id="L47"><span class="lineNum"> 47</span> <span class="tlaGNC"> 28 : if (selectedFeatures.size() == maxFeatures || featureOrder.size() == 0) {</span></span>
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<span id="L48"><span class="lineNum"> 48</span> <span class="tlaGNC"> 1 : return false;</span></span>
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<span id="L49"><span class="lineNum"> 49</span> : }</span>
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<span id="L50"><span class="lineNum"> 50</span> <span class="tlaGNC"> 27 : if (selectedScores.size() >= 5) {</span></span>
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<span id="L51"><span class="lineNum"> 51</span> : /*</span>
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<span id="L52"><span class="lineNum"> 52</span> : "To prevent the best first search from exploring the entire</span>
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<span id="L53"><span class="lineNum"> 53</span> : feature subset search space, a stopping criterion is imposed.</span>
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<span id="L54"><span class="lineNum"> 54</span> : The search will terminate if five consecutive fully expanded</span>
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<span id="L55"><span class="lineNum"> 55</span> : subsets show no improvement over the current best subset."</span>
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<span id="L56"><span class="lineNum"> 56</span> : as stated in Mark A.Hall Thesis</span>
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<span id="L57"><span class="lineNum"> 57</span> : */</span>
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<span id="L58"><span class="lineNum"> 58</span> <span class="tlaGNC"> 10 : double item_ant = std::numeric_limits<double>::lowest();</span></span>
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<span id="L59"><span class="lineNum"> 59</span> <span class="tlaGNC"> 10 : int num = 0;</span></span>
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<span id="L60"><span class="lineNum"> 60</span> <span class="tlaGNC"> 10 : std::vector<double> lastFive(selectedScores.end() - 5, selectedScores.end());</span></span>
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<span id="L61"><span class="lineNum"> 61</span> <span class="tlaGNC"> 40 : for (auto item : lastFive) {</span></span>
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<span id="L62"><span class="lineNum"> 62</span> <span class="tlaGNC"> 35 : if (item_ant == std::numeric_limits<double>::lowest()) {</span></span>
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<span id="L63"><span class="lineNum"> 63</span> <span class="tlaGNC"> 10 : item_ant = item;</span></span>
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<span id="L64"><span class="lineNum"> 64</span> : }</span>
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<span id="L65"><span class="lineNum"> 65</span> <span class="tlaGNC"> 35 : if (item > item_ant) {</span></span>
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<span id="L66"><span class="lineNum"> 66</span> <span class="tlaGNC"> 5 : break;</span></span>
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<span id="L67"><span class="lineNum"> 67</span> : } else {</span>
|
||||
<span id="L68"><span class="lineNum"> 68</span> <span class="tlaGNC"> 30 : num++;</span></span>
|
||||
<span id="L69"><span class="lineNum"> 69</span> <span class="tlaGNC"> 30 : 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"> 10 : if (num == 5) {</span></span>
|
||||
<span id="L73"><span class="lineNum"> 73</span> <span class="tlaGNC"> 5 : return false;</span></span>
|
||||
<span id="L74"><span class="lineNum"> 74</span> : }</span>
|
||||
<span id="L75"><span class="lineNum"> 75</span> <span class="tlaGNC"> 10 : }</span></span>
|
||||
<span id="L76"><span class="lineNum"> 76</span> <span class="tlaGNC"> 22 : return true;</span></span>
|
||||
<span id="L77"><span class="lineNum"> 77</span> : }</span>
|
||||
<span id="L78"><span class="lineNum"> 78</span> : }</span>
|
||||
</pre>
|
||||
</td>
|
||||
</tr>
|
||||
</table>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
103
html/bayesnet/feature_selection/CFS.h.func-c.html
Normal file
103
html/bayesnet/feature_selection/CFS.h.func-c.html
Normal file
@@ -0,0 +1,103 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/CFS.h - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">4</td>
|
||||
<td class="headerCovTableEntry">4</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">3</td>
|
||||
<td class="headerCovTableEntry">3</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><a href="CFS.h.func.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></a></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="CFS.h.gcov.html#L14">_ZN8bayesnet3CFSC2ERKN2at6TensorERKSt6vectorINSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEESaISB_EERKSB_iiS4_</a></td>
|
||||
|
||||
<td class="coverFnHi">6</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="CFS.h.gcov.html#L18">_ZN8bayesnet3CFSD0Ev</a></td>
|
||||
|
||||
<td class="coverFnHi">12</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="CFS.h.gcov.html#L18">_ZN8bayesnet3CFSD0Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">6</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="CFS.h.gcov.html#L18">_ZN8bayesnet3CFSD2Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">6</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
103
html/bayesnet/feature_selection/CFS.h.func.html
Normal file
103
html/bayesnet/feature_selection/CFS.h.func.html
Normal file
@@ -0,0 +1,103 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/CFS.h - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">4</td>
|
||||
<td class="headerCovTableEntry">4</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">3</td>
|
||||
<td class="headerCovTableEntry">3</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><a href="CFS.h.func-c.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></a></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="CFS.h.gcov.html#L14">_ZN8bayesnet3CFSC2ERKN2at6TensorERKSt6vectorINSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEESaISB_EERKSB_iiS4_</a></td>
|
||||
|
||||
<td class="coverFnHi">6</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="CFS.h.gcov.html#L18">_ZN8bayesnet3CFSD0Ev</a></td>
|
||||
|
||||
<td class="coverFnHi">12</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="CFS.h.gcov.html#L18">_ZN8bayesnet3CFSD0Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">6</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="CFS.h.gcov.html#L18">_ZN8bayesnet3CFSD2Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">6</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
102
html/bayesnet/feature_selection/CFS.h.gcov.html
Normal file
102
html/bayesnet/feature_selection/CFS.h.gcov.html
Normal file
@@ -0,0 +1,102 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/CFS.h</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">4</td>
|
||||
<td class="headerCovTableEntry">4</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">3</td>
|
||||
<td class="headerCovTableEntry">3</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>
|
||||
|
||||
<table cellpadding=0 cellspacing=0 border=0>
|
||||
<tr>
|
||||
<td><br></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>
|
||||
<pre class="sourceHeading"> Line data Source code</pre>
|
||||
<pre class="source">
|
||||
<span id="L1"><span class="lineNum"> 1</span> : // ***************************************************************</span>
|
||||
<span id="L2"><span class="lineNum"> 2</span> : // SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez</span>
|
||||
<span id="L3"><span class="lineNum"> 3</span> : // SPDX-FileType: SOURCE</span>
|
||||
<span id="L4"><span class="lineNum"> 4</span> : // SPDX-License-Identifier: MIT</span>
|
||||
<span id="L5"><span class="lineNum"> 5</span> : // ***************************************************************</span>
|
||||
<span id="L6"><span class="lineNum"> 6</span> : </span>
|
||||
<span id="L7"><span class="lineNum"> 7</span> : #ifndef CFS_H</span>
|
||||
<span id="L8"><span class="lineNum"> 8</span> : #define CFS_H</span>
|
||||
<span id="L9"><span class="lineNum"> 9</span> : #include <torch/torch.h></span>
|
||||
<span id="L10"><span class="lineNum"> 10</span> : #include <vector></span>
|
||||
<span id="L11"><span class="lineNum"> 11</span> : #include "bayesnet/feature_selection/FeatureSelect.h"</span>
|
||||
<span id="L12"><span class="lineNum"> 12</span> : namespace bayesnet {</span>
|
||||
<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"> 6 : CFS(const torch::Tensor& samples, const std::vector<std::string>& features, const std::string& className, const int maxFeatures, const int classNumStates, const torch::Tensor& weights) :</span></span>
|
||||
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 6 : 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"> 6 : }</span></span>
|
||||
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 12 : 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<int>& featureOrder);</span>
|
||||
<span id="L24"><span class="lineNum"> 24</span> : };</span>
|
||||
<span id="L25"><span class="lineNum"> 25</span> : }</span>
|
||||
<span id="L26"><span class="lineNum"> 26</span> : #endif</span>
|
||||
</pre>
|
||||
</td>
|
||||
</tr>
|
||||
</table>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
89
html/bayesnet/feature_selection/FCBF.cc.func-c.html
Normal file
89
html/bayesnet/feature_selection/FCBF.cc.func-c.html
Normal file
@@ -0,0 +1,89 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FCBF.cc - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">92.3 %</td>
|
||||
<td class="headerCovTableEntry">26</td>
|
||||
<td class="headerCovTableEntry">24</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><a href="FCBF.cc.func.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></a></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FCBF.cc.gcov.html#L16">_ZN8bayesnet4FCBF3fitEv</a></td>
|
||||
|
||||
<td class="coverFnHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FCBF.cc.gcov.html#L9">_ZN8bayesnet4FCBFC2ERKN2at6TensorERKSt6vectorINSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEESaISB_EERKSB_iiS4_d</a></td>
|
||||
|
||||
<td class="coverFnHi">7</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
89
html/bayesnet/feature_selection/FCBF.cc.func.html
Normal file
89
html/bayesnet/feature_selection/FCBF.cc.func.html
Normal file
@@ -0,0 +1,89 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FCBF.cc - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">92.3 %</td>
|
||||
<td class="headerCovTableEntry">26</td>
|
||||
<td class="headerCovTableEntry">24</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><a href="FCBF.cc.func-c.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></a></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FCBF.cc.gcov.html#L16">_ZN8bayesnet4FCBF3fitEv</a></td>
|
||||
|
||||
<td class="coverFnHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FCBF.cc.gcov.html#L9">_ZN8bayesnet4FCBFC2ERKN2at6TensorERKSt6vectorINSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEESaISB_EERKSB_iiS4_d</a></td>
|
||||
|
||||
<td class="coverFnHi">7</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
126
html/bayesnet/feature_selection/FCBF.cc.gcov.html
Normal file
126
html/bayesnet/feature_selection/FCBF.cc.gcov.html
Normal file
@@ -0,0 +1,126 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FCBF.cc</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">92.3 %</td>
|
||||
<td class="headerCovTableEntry">26</td>
|
||||
<td class="headerCovTableEntry">24</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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>
|
||||
|
||||
<table cellpadding=0 cellspacing=0 border=0>
|
||||
<tr>
|
||||
<td><br></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>
|
||||
<pre class="sourceHeading"> Line data Source code</pre>
|
||||
<pre class="source">
|
||||
<span id="L1"><span class="lineNum"> 1</span> : // ***************************************************************</span>
|
||||
<span id="L2"><span class="lineNum"> 2</span> : // SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez</span>
|
||||
<span id="L3"><span class="lineNum"> 3</span> : // SPDX-FileType: SOURCE</span>
|
||||
<span id="L4"><span class="lineNum"> 4</span> : // SPDX-License-Identifier: MIT</span>
|
||||
<span id="L5"><span class="lineNum"> 5</span> : // ***************************************************************</span>
|
||||
<span id="L6"><span class="lineNum"> 6</span> : </span>
|
||||
<span id="L7"><span class="lineNum"> 7</span> : #include "bayesnet/utils/bayesnetUtils.h"</span>
|
||||
<span id="L8"><span class="lineNum"> 8</span> : #include "FCBF.h"</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"> 7 : FCBF::FCBF(const torch::Tensor& samples, const std::vector<std::string>& features, const std::string& className, const int maxFeatures, const int classNumStates, const torch::Tensor& weights, const double threshold) :</span></span>
|
||||
<span id="L12"><span class="lineNum"> 12</span> <span class="tlaGNC"> 7 : 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"> 7 : if (threshold < 1e-7) {</span></span>
|
||||
<span id="L15"><span class="lineNum"> 15</span> <span class="tlaGNC"> 2 : throw std::invalid_argument("Threshold cannot be less than 1e-7");</span></span>
|
||||
<span id="L16"><span class="lineNum"> 16</span> : }</span>
|
||||
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 7 : }</span></span>
|
||||
<span id="L18"><span class="lineNum"> 18</span> <span class="tlaGNC"> 5 : 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"> 5 : initialize();</span></span>
|
||||
<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 5 : computeSuLabels();</span></span>
|
||||
<span id="L22"><span class="lineNum"> 22</span> <span class="tlaGNC"> 5 : auto featureOrder = argsort(suLabels); // sort descending order</span></span>
|
||||
<span id="L23"><span class="lineNum"> 23</span> <span class="tlaGNC"> 5 : auto featureOrderCopy = featureOrder;</span></span>
|
||||
<span id="L24"><span class="lineNum"> 24</span> <span class="tlaGNC"> 42 : for (const auto& 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"> 37 : featureOrderCopy.erase(featureOrderCopy.begin());</span></span>
|
||||
<span id="L27"><span class="lineNum"> 27</span> <span class="tlaGNC"> 37 : 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"> 16 : continue;</span></span>
|
||||
<span id="L30"><span class="lineNum"> 30</span> : }</span>
|
||||
<span id="L31"><span class="lineNum"> 31</span> <span class="tlaGNC"> 21 : if (suLabels.at(feature) < threshold) {</span></span>
|
||||
<span id="L32"><span class="lineNum"> 32</span> <span class="tlaUNC tlaBgUNC"> 0 : 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"> 116 : for (const auto& featureCopy : featureOrderCopy) {</span></span>
|
||||
<span id="L36"><span class="lineNum"> 36</span> <span class="tlaGNC"> 95 : double value = computeSuFeatures(feature, featureCopy);</span></span>
|
||||
<span id="L37"><span class="lineNum"> 37</span> <span class="tlaGNC"> 95 : if (value >= 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"> 33 : 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"> 21 : selectedFeatures.push_back(feature);</span></span>
|
||||
<span id="L43"><span class="lineNum"> 43</span> <span class="tlaGNC"> 21 : selectedScores.push_back(suLabels[feature]);</span></span>
|
||||
<span id="L44"><span class="lineNum"> 44</span> <span class="tlaGNC"> 21 : if (selectedFeatures.size() == maxFeatures) {</span></span>
|
||||
<span id="L45"><span class="lineNum"> 45</span> <span class="tlaUNC tlaBgUNC"> 0 : 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"> 5 : fitted = true;</span></span>
|
||||
<span id="L49"><span class="lineNum"> 49</span> <span class="tlaGNC"> 5 : }</span></span>
|
||||
<span id="L50"><span class="lineNum"> 50</span> : }</span>
|
||||
</pre>
|
||||
</td>
|
||||
</tr>
|
||||
</table>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
96
html/bayesnet/feature_selection/FCBF.h.func-c.html
Normal file
96
html/bayesnet/feature_selection/FCBF.h.func-c.html
Normal file
@@ -0,0 +1,96 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FCBF.h - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><a href="FCBF.h.func.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></a></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FCBF.h.gcov.html#L15">_ZN8bayesnet4FCBFD0Ev</a></td>
|
||||
|
||||
<td class="coverFnHi">10</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="FCBF.h.gcov.html#L15">_ZN8bayesnet4FCBFD0Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="FCBF.h.gcov.html#L15">_ZN8bayesnet4FCBFD2Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
96
html/bayesnet/feature_selection/FCBF.h.func.html
Normal file
96
html/bayesnet/feature_selection/FCBF.h.func.html
Normal file
@@ -0,0 +1,96 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FCBF.h - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><a href="FCBF.h.func-c.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></a></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FCBF.h.gcov.html#L15">_ZN8bayesnet4FCBFD0Ev</a></td>
|
||||
|
||||
<td class="coverFnHi">10</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="FCBF.h.gcov.html#L15">_ZN8bayesnet4FCBFD0Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="FCBF.h.gcov.html#L15">_ZN8bayesnet4FCBFD2Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
99
html/bayesnet/feature_selection/FCBF.h.gcov.html
Normal file
99
html/bayesnet/feature_selection/FCBF.h.gcov.html
Normal file
@@ -0,0 +1,99 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FCBF.h</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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>
|
||||
|
||||
<table cellpadding=0 cellspacing=0 border=0>
|
||||
<tr>
|
||||
<td><br></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>
|
||||
<pre class="sourceHeading"> Line data Source code</pre>
|
||||
<pre class="source">
|
||||
<span id="L1"><span class="lineNum"> 1</span> : // ***************************************************************</span>
|
||||
<span id="L2"><span class="lineNum"> 2</span> : // SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez</span>
|
||||
<span id="L3"><span class="lineNum"> 3</span> : // SPDX-FileType: SOURCE</span>
|
||||
<span id="L4"><span class="lineNum"> 4</span> : // SPDX-License-Identifier: MIT</span>
|
||||
<span id="L5"><span class="lineNum"> 5</span> : // ***************************************************************</span>
|
||||
<span id="L6"><span class="lineNum"> 6</span> : </span>
|
||||
<span id="L7"><span class="lineNum"> 7</span> : #ifndef FCBF_H</span>
|
||||
<span id="L8"><span class="lineNum"> 8</span> : #define FCBF_H</span>
|
||||
<span id="L9"><span class="lineNum"> 9</span> : #include <torch/torch.h></span>
|
||||
<span id="L10"><span class="lineNum"> 10</span> : #include <vector></span>
|
||||
<span id="L11"><span class="lineNum"> 11</span> : #include "bayesnet/feature_selection/FeatureSelect.h"</span>
|
||||
<span id="L12"><span class="lineNum"> 12</span> : namespace bayesnet {</span>
|
||||
<span id="L13"><span class="lineNum"> 13</span> : class FCBF : 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> : FCBF(const torch::Tensor& samples, const std::vector<std::string>& features, const std::string& className, const int maxFeatures, const int classNumStates, const torch::Tensor& weights, const double threshold);</span>
|
||||
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC tlaBgGNC"> 10 : 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>
|
||||
<span id="L21"><span class="lineNum"> 21</span> : };</span>
|
||||
<span id="L22"><span class="lineNum"> 22</span> : }</span>
|
||||
<span id="L23"><span class="lineNum"> 23</span> : #endif</span>
|
||||
</pre>
|
||||
</td>
|
||||
</tr>
|
||||
</table>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
131
html/bayesnet/feature_selection/FeatureSelect.cc.func-c.html
Normal file
131
html/bayesnet/feature_selection/FeatureSelect.cc.func-c.html
Normal file
@@ -0,0 +1,131 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FeatureSelect.cc - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">95.5 %</td>
|
||||
<td class="headerCovTableEntry">44</td>
|
||||
<td class="headerCovTableEntry">42</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">8</td>
|
||||
<td class="headerCovTableEntry">8</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><a href="FeatureSelect.cc.func.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></a></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L14">_ZN8bayesnet13FeatureSelect10initializeEv</a></td>
|
||||
|
||||
<td class="coverFnHi">16</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L34">_ZN8bayesnet13FeatureSelect15computeSuLabelsEv</a></td>
|
||||
|
||||
<td class="coverFnHi">16</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L68">_ZNK8bayesnet13FeatureSelect11getFeaturesEv</a></td>
|
||||
|
||||
<td class="coverFnHi">16</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L75">_ZNK8bayesnet13FeatureSelect9getScoresEv</a></td>
|
||||
|
||||
<td class="coverFnHi">16</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L9">_ZN8bayesnet13FeatureSelectC2ERKN2at6TensorERKSt6vectorINSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEESaISB_EERKSB_iiS4_</a></td>
|
||||
|
||||
<td class="coverFnHi">22</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L55">_ZN8bayesnet13FeatureSelect15computeMeritCFSEv</a></td>
|
||||
|
||||
<td class="coverFnHi">158</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L19">_ZN8bayesnet13FeatureSelect22symmetricalUncertaintyEii</a></td>
|
||||
|
||||
<td class="coverFnHi">411</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L42">_ZN8bayesnet13FeatureSelect17computeSuFeaturesEii</a></td>
|
||||
|
||||
<td class="coverFnHi">980</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
131
html/bayesnet/feature_selection/FeatureSelect.cc.func.html
Normal file
131
html/bayesnet/feature_selection/FeatureSelect.cc.func.html
Normal file
@@ -0,0 +1,131 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FeatureSelect.cc - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">95.5 %</td>
|
||||
<td class="headerCovTableEntry">44</td>
|
||||
<td class="headerCovTableEntry">42</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">8</td>
|
||||
<td class="headerCovTableEntry">8</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><a href="FeatureSelect.cc.func-c.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></a></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L14">_ZN8bayesnet13FeatureSelect10initializeEv</a></td>
|
||||
|
||||
<td class="coverFnHi">16</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L55">_ZN8bayesnet13FeatureSelect15computeMeritCFSEv</a></td>
|
||||
|
||||
<td class="coverFnHi">158</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L34">_ZN8bayesnet13FeatureSelect15computeSuLabelsEv</a></td>
|
||||
|
||||
<td class="coverFnHi">16</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L42">_ZN8bayesnet13FeatureSelect17computeSuFeaturesEii</a></td>
|
||||
|
||||
<td class="coverFnHi">980</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L19">_ZN8bayesnet13FeatureSelect22symmetricalUncertaintyEii</a></td>
|
||||
|
||||
<td class="coverFnHi">411</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L9">_ZN8bayesnet13FeatureSelectC2ERKN2at6TensorERKSt6vectorINSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEESaISB_EERKSB_iiS4_</a></td>
|
||||
|
||||
<td class="coverFnHi">22</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L68">_ZNK8bayesnet13FeatureSelect11getFeaturesEv</a></td>
|
||||
|
||||
<td class="coverFnHi">16</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.cc.gcov.html#L75">_ZNK8bayesnet13FeatureSelect9getScoresEv</a></td>
|
||||
|
||||
<td class="coverFnHi">16</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
160
html/bayesnet/feature_selection/FeatureSelect.cc.gcov.html
Normal file
160
html/bayesnet/feature_selection/FeatureSelect.cc.gcov.html
Normal file
@@ -0,0 +1,160 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FeatureSelect.cc</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">95.5 %</td>
|
||||
<td class="headerCovTableEntry">44</td>
|
||||
<td class="headerCovTableEntry">42</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">8</td>
|
||||
<td class="headerCovTableEntry">8</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>
|
||||
|
||||
<table cellpadding=0 cellspacing=0 border=0>
|
||||
<tr>
|
||||
<td><br></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>
|
||||
<pre class="sourceHeading"> Line data Source code</pre>
|
||||
<pre class="source">
|
||||
<span id="L1"><span class="lineNum"> 1</span> : // ***************************************************************</span>
|
||||
<span id="L2"><span class="lineNum"> 2</span> : // SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez</span>
|
||||
<span id="L3"><span class="lineNum"> 3</span> : // SPDX-FileType: SOURCE</span>
|
||||
<span id="L4"><span class="lineNum"> 4</span> : // SPDX-License-Identifier: MIT</span>
|
||||
<span id="L5"><span class="lineNum"> 5</span> : // ***************************************************************</span>
|
||||
<span id="L6"><span class="lineNum"> 6</span> : </span>
|
||||
<span id="L7"><span class="lineNum"> 7</span> : #include <limits></span>
|
||||
<span id="L8"><span class="lineNum"> 8</span> : #include "bayesnet/utils/bayesnetUtils.h"</span>
|
||||
<span id="L9"><span class="lineNum"> 9</span> : #include "FeatureSelect.h"</span>
|
||||
<span id="L10"><span class="lineNum"> 10</span> : namespace bayesnet {</span>
|
||||
<span id="L11"><span class="lineNum"> 11</span> <span class="tlaGNC tlaBgGNC"> 22 : FeatureSelect::FeatureSelect(const torch::Tensor& samples, const std::vector<std::string>& features, const std::string& className, const int maxFeatures, const int classNumStates, const torch::Tensor& weights) :</span></span>
|
||||
<span id="L12"><span class="lineNum"> 12</span> <span class="tlaGNC"> 22 : 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"> 22 : }</span></span>
|
||||
<span id="L16"><span class="lineNum"> 16</span> <span class="tlaGNC"> 16 : 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"> 16 : selectedFeatures.clear();</span></span>
|
||||
<span id="L19"><span class="lineNum"> 19</span> <span class="tlaGNC"> 16 : selectedScores.clear();</span></span>
|
||||
<span id="L20"><span class="lineNum"> 20</span> <span class="tlaGNC"> 16 : }</span></span>
|
||||
<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 411 : 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>
|
||||
<span id="L25"><span class="lineNum"> 25</span> : information) with the entropies of the features in order to compensate</span>
|
||||
<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"> 1233 : auto x = samples.index({ a, "..." });</span></span>
|
||||
<span id="L30"><span class="lineNum"> 30</span> <span class="tlaGNC"> 1233 : auto y = samples.index({ b, "..." });</span></span>
|
||||
<span id="L31"><span class="lineNum"> 31</span> <span class="tlaGNC"> 411 : auto mu = mutualInformation(x, y, weights);</span></span>
|
||||
<span id="L32"><span class="lineNum"> 32</span> <span class="tlaGNC"> 411 : auto hx = entropy(x, weights);</span></span>
|
||||
<span id="L33"><span class="lineNum"> 33</span> <span class="tlaGNC"> 411 : auto hy = entropy(y, weights);</span></span>
|
||||
<span id="L34"><span class="lineNum"> 34</span> <span class="tlaGNC"> 411 : return 2.0 * mu / (hx + hy);</span></span>
|
||||
<span id="L35"><span class="lineNum"> 35</span> <span class="tlaGNC"> 1233 : }</span></span>
|
||||
<span id="L36"><span class="lineNum"> 36</span> <span class="tlaGNC"> 16 : 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"> 135 : for (int i = 0; i < features.size(); ++i) {</span></span>
|
||||
<span id="L41"><span class="lineNum"> 41</span> <span class="tlaGNC"> 119 : 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"> 16 : }</span></span>
|
||||
<span id="L44"><span class="lineNum"> 44</span> <span class="tlaGNC"> 980 : 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"> 980 : 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"> 292 : catch (const std::out_of_range& e) {</span></span>
|
||||
<span id="L52"><span class="lineNum"> 52</span> <span class="tlaGNC"> 292 : double result = symmetricalUncertainty(firstFeature, secondFeature);</span></span>
|
||||
<span id="L53"><span class="lineNum"> 53</span> <span class="tlaGNC"> 292 : suFeatures[{firstFeature, secondFeature}] = result;</span></span>
|
||||
<span id="L54"><span class="lineNum"> 54</span> <span class="tlaGNC"> 292 : return result;</span></span>
|
||||
<span id="L55"><span class="lineNum"> 55</span> <span class="tlaGNC"> 292 : }</span></span>
|
||||
<span id="L56"><span class="lineNum"> 56</span> : }</span>
|
||||
<span id="L57"><span class="lineNum"> 57</span> <span class="tlaGNC"> 158 : 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"> 158 : double rcf = 0;</span></span>
|
||||
<span id="L60"><span class="lineNum"> 60</span> <span class="tlaGNC"> 727 : for (auto feature : selectedFeatures) {</span></span>
|
||||
<span id="L61"><span class="lineNum"> 61</span> <span class="tlaGNC"> 569 : 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"> 158 : double rff = 0;</span></span>
|
||||
<span id="L64"><span class="lineNum"> 64</span> <span class="tlaGNC"> 158 : int n = selectedFeatures.size();</span></span>
|
||||
<span id="L65"><span class="lineNum"> 65</span> <span class="tlaGNC"> 1043 : for (const auto& item : doCombinations(selectedFeatures)) {</span></span>
|
||||
<span id="L66"><span class="lineNum"> 66</span> <span class="tlaGNC"> 885 : rff += computeSuFeatures(item.first, item.second);</span></span>
|
||||
<span id="L67"><span class="lineNum"> 67</span> <span class="tlaGNC"> 158 : }</span></span>
|
||||
<span id="L68"><span class="lineNum"> 68</span> <span class="tlaGNC"> 158 : 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"> 16 : std::vector<int> 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"> 16 : if (!fitted) {</span></span>
|
||||
<span id="L73"><span class="lineNum"> 73</span> <span class="tlaUNC tlaBgUNC"> 0 : throw std::runtime_error("FeatureSelect not fitted");</span></span>
|
||||
<span id="L74"><span class="lineNum"> 74</span> : }</span>
|
||||
<span id="L75"><span class="lineNum"> 75</span> <span class="tlaGNC tlaBgGNC"> 16 : return selectedFeatures;</span></span>
|
||||
<span id="L76"><span class="lineNum"> 76</span> : }</span>
|
||||
<span id="L77"><span class="lineNum"> 77</span> <span class="tlaGNC"> 16 : std::vector<double> 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"> 16 : if (!fitted) {</span></span>
|
||||
<span id="L80"><span class="lineNum"> 80</span> <span class="tlaUNC tlaBgUNC"> 0 : throw std::runtime_error("FeatureSelect not fitted");</span></span>
|
||||
<span id="L81"><span class="lineNum"> 81</span> : }</span>
|
||||
<span id="L82"><span class="lineNum"> 82</span> <span class="tlaGNC tlaBgGNC"> 16 : return selectedScores;</span></span>
|
||||
<span id="L83"><span class="lineNum"> 83</span> : }</span>
|
||||
<span id="L84"><span class="lineNum"> 84</span> : }</span>
|
||||
</pre>
|
||||
</td>
|
||||
</tr>
|
||||
</table>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
96
html/bayesnet/feature_selection/FeatureSelect.h.func-c.html
Normal file
96
html/bayesnet/feature_selection/FeatureSelect.h.func-c.html
Normal file
@@ -0,0 +1,96 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FeatureSelect.h - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryLo">50.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">1</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><a href="FeatureSelect.h.func.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></a></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.h.gcov.html#L15">_ZN8bayesnet13FeatureSelectD0Ev</a></td>
|
||||
|
||||
<td class="coverFnHi">22</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="FeatureSelect.h.gcov.html#L15">_ZN8bayesnet13FeatureSelectD0Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasLo">0</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="FeatureSelect.h.gcov.html#L15">_ZN8bayesnet13FeatureSelectD2Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">22</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
96
html/bayesnet/feature_selection/FeatureSelect.h.func.html
Normal file
96
html/bayesnet/feature_selection/FeatureSelect.h.func.html
Normal file
@@ -0,0 +1,96 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FeatureSelect.h - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryLo">50.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">1</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><a href="FeatureSelect.h.func-c.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></a></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="FeatureSelect.h.gcov.html#L15">_ZN8bayesnet13FeatureSelectD0Ev</a></td>
|
||||
|
||||
<td class="coverFnHi">22</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="FeatureSelect.h.gcov.html#L15">_ZN8bayesnet13FeatureSelectD0Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasLo">0</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="FeatureSelect.h.gcov.html#L15">_ZN8bayesnet13FeatureSelectD2Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">22</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
112
html/bayesnet/feature_selection/FeatureSelect.h.gcov.html
Normal file
112
html/bayesnet/feature_selection/FeatureSelect.h.gcov.html
Normal file
@@ -0,0 +1,112 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/FeatureSelect.h</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryLo">50.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">1</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>
|
||||
|
||||
<table cellpadding=0 cellspacing=0 border=0>
|
||||
<tr>
|
||||
<td><br></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>
|
||||
<pre class="sourceHeading"> Line data Source code</pre>
|
||||
<pre class="source">
|
||||
<span id="L1"><span class="lineNum"> 1</span> : // ***************************************************************</span>
|
||||
<span id="L2"><span class="lineNum"> 2</span> : // SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez</span>
|
||||
<span id="L3"><span class="lineNum"> 3</span> : // SPDX-FileType: SOURCE</span>
|
||||
<span id="L4"><span class="lineNum"> 4</span> : // SPDX-License-Identifier: MIT</span>
|
||||
<span id="L5"><span class="lineNum"> 5</span> : // ***************************************************************</span>
|
||||
<span id="L6"><span class="lineNum"> 6</span> : </span>
|
||||
<span id="L7"><span class="lineNum"> 7</span> : #ifndef FEATURE_SELECT_H</span>
|
||||
<span id="L8"><span class="lineNum"> 8</span> : #define FEATURE_SELECT_H</span>
|
||||
<span id="L9"><span class="lineNum"> 9</span> : #include <torch/torch.h></span>
|
||||
<span id="L10"><span class="lineNum"> 10</span> : #include <vector></span>
|
||||
<span id="L11"><span class="lineNum"> 11</span> : #include "bayesnet/utils/BayesMetrics.h"</span>
|
||||
<span id="L12"><span class="lineNum"> 12</span> : namespace bayesnet {</span>
|
||||
<span id="L13"><span class="lineNum"> 13</span> : class FeatureSelect : public Metrics {</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> : FeatureSelect(const torch::Tensor& samples, const std::vector<std::string>& features, const std::string& className, const int maxFeatures, const int classNumStates, const torch::Tensor& weights);</span>
|
||||
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC tlaBgGNC"> 22 : 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<int> getFeatures() const;</span>
|
||||
<span id="L20"><span class="lineNum"> 20</span> : std::vector<double> getScores() const;</span>
|
||||
<span id="L21"><span class="lineNum"> 21</span> : protected:</span>
|
||||
<span id="L22"><span class="lineNum"> 22</span> : void initialize();</span>
|
||||
<span id="L23"><span class="lineNum"> 23</span> : void computeSuLabels();</span>
|
||||
<span id="L24"><span class="lineNum"> 24</span> : double computeSuFeatures(const int a, const int b);</span>
|
||||
<span id="L25"><span class="lineNum"> 25</span> : double symmetricalUncertainty(int a, int b);</span>
|
||||
<span id="L26"><span class="lineNum"> 26</span> : double computeMeritCFS();</span>
|
||||
<span id="L27"><span class="lineNum"> 27</span> : const torch::Tensor& weights;</span>
|
||||
<span id="L28"><span class="lineNum"> 28</span> : int maxFeatures;</span>
|
||||
<span id="L29"><span class="lineNum"> 29</span> : std::vector<int> selectedFeatures;</span>
|
||||
<span id="L30"><span class="lineNum"> 30</span> : std::vector<double> selectedScores;</span>
|
||||
<span id="L31"><span class="lineNum"> 31</span> : std::vector<double> suLabels;</span>
|
||||
<span id="L32"><span class="lineNum"> 32</span> : std::map<std::pair<int, int>, double> suFeatures;</span>
|
||||
<span id="L33"><span class="lineNum"> 33</span> : bool fitted = false;</span>
|
||||
<span id="L34"><span class="lineNum"> 34</span> : };</span>
|
||||
<span id="L35"><span class="lineNum"> 35</span> : }</span>
|
||||
<span id="L36"><span class="lineNum"> 36</span> : #endif</span>
|
||||
</pre>
|
||||
</td>
|
||||
</tr>
|
||||
</table>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
89
html/bayesnet/feature_selection/IWSS.cc.func-c.html
Normal file
89
html/bayesnet/feature_selection/IWSS.cc.func-c.html
Normal file
@@ -0,0 +1,89 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/IWSS.cc - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">93.3 %</td>
|
||||
<td class="headerCovTableEntry">30</td>
|
||||
<td class="headerCovTableEntry">28</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><a href="IWSS.cc.func.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></a></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="IWSS.cc.gcov.html#L16">_ZN8bayesnet4IWSS3fitEv</a></td>
|
||||
|
||||
<td class="coverFnHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="IWSS.cc.gcov.html#L9">_ZN8bayesnet4IWSSC2ERKN2at6TensorERKSt6vectorINSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEESaISB_EERKSB_iiS4_d</a></td>
|
||||
|
||||
<td class="coverFnHi">9</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
89
html/bayesnet/feature_selection/IWSS.cc.func.html
Normal file
89
html/bayesnet/feature_selection/IWSS.cc.func.html
Normal file
@@ -0,0 +1,89 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/IWSS.cc - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">93.3 %</td>
|
||||
<td class="headerCovTableEntry">30</td>
|
||||
<td class="headerCovTableEntry">28</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><a href="IWSS.cc.func-c.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></a></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="IWSS.cc.gcov.html#L16">_ZN8bayesnet4IWSS3fitEv</a></td>
|
||||
|
||||
<td class="coverFnHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="IWSS.cc.gcov.html#L9">_ZN8bayesnet4IWSSC2ERKN2at6TensorERKSt6vectorINSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEESaISB_EERKSB_iiS4_d</a></td>
|
||||
|
||||
<td class="coverFnHi">9</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
129
html/bayesnet/feature_selection/IWSS.cc.gcov.html
Normal file
129
html/bayesnet/feature_selection/IWSS.cc.gcov.html
Normal file
@@ -0,0 +1,129 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/IWSS.cc</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">93.3 %</td>
|
||||
<td class="headerCovTableEntry">30</td>
|
||||
<td class="headerCovTableEntry">28</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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>
|
||||
|
||||
<table cellpadding=0 cellspacing=0 border=0>
|
||||
<tr>
|
||||
<td><br></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>
|
||||
<pre class="sourceHeading"> Line data Source code</pre>
|
||||
<pre class="source">
|
||||
<span id="L1"><span class="lineNum"> 1</span> : // ***************************************************************</span>
|
||||
<span id="L2"><span class="lineNum"> 2</span> : // SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez</span>
|
||||
<span id="L3"><span class="lineNum"> 3</span> : // SPDX-FileType: SOURCE</span>
|
||||
<span id="L4"><span class="lineNum"> 4</span> : // SPDX-License-Identifier: MIT</span>
|
||||
<span id="L5"><span class="lineNum"> 5</span> : // ***************************************************************</span>
|
||||
<span id="L6"><span class="lineNum"> 6</span> : </span>
|
||||
<span id="L7"><span class="lineNum"> 7</span> : #include <limits></span>
|
||||
<span id="L8"><span class="lineNum"> 8</span> : #include "bayesnet/utils/bayesnetUtils.h"</span>
|
||||
<span id="L9"><span class="lineNum"> 9</span> : #include "IWSS.h"</span>
|
||||
<span id="L10"><span class="lineNum"> 10</span> : namespace bayesnet {</span>
|
||||
<span id="L11"><span class="lineNum"> 11</span> <span class="tlaGNC tlaBgGNC"> 9 : IWSS::IWSS(const torch::Tensor& samples, const std::vector<std::string>& features, const std::string& className, const int maxFeatures, const int classNumStates, const torch::Tensor& weights, const double threshold) :</span></span>
|
||||
<span id="L12"><span class="lineNum"> 12</span> <span class="tlaGNC"> 9 : 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"> 9 : if (threshold < 0 || threshold > .5) {</span></span>
|
||||
<span id="L15"><span class="lineNum"> 15</span> <span class="tlaGNC"> 4 : throw std::invalid_argument("Threshold has to be in [0, 0.5]");</span></span>
|
||||
<span id="L16"><span class="lineNum"> 16</span> : }</span>
|
||||
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC"> 9 : }</span></span>
|
||||
<span id="L18"><span class="lineNum"> 18</span> <span class="tlaGNC"> 5 : 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"> 5 : initialize();</span></span>
|
||||
<span id="L21"><span class="lineNum"> 21</span> <span class="tlaGNC"> 5 : computeSuLabels();</span></span>
|
||||
<span id="L22"><span class="lineNum"> 22</span> <span class="tlaGNC"> 5 : auto featureOrder = argsort(suLabels); // sort descending order</span></span>
|
||||
<span id="L23"><span class="lineNum"> 23</span> <span class="tlaGNC"> 5 : 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"> 5 : auto first_feature = pop_first(featureOrderCopy);</span></span>
|
||||
<span id="L27"><span class="lineNum"> 27</span> <span class="tlaGNC"> 5 : selectedFeatures.push_back(first_feature);</span></span>
|
||||
<span id="L28"><span class="lineNum"> 28</span> <span class="tlaGNC"> 5 : 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"> 5 : selectedFeatures.push_back(pop_first(featureOrderCopy));</span></span>
|
||||
<span id="L31"><span class="lineNum"> 31</span> <span class="tlaGNC"> 5 : auto merit = computeMeritCFS();</span></span>
|
||||
<span id="L32"><span class="lineNum"> 32</span> <span class="tlaGNC"> 5 : selectedScores.push_back(merit);</span></span>
|
||||
<span id="L33"><span class="lineNum"> 33</span> <span class="tlaGNC"> 17 : for (const auto feature : featureOrderCopy) {</span></span>
|
||||
<span id="L34"><span class="lineNum"> 34</span> <span class="tlaGNC"> 17 : 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"> 17 : auto meritNew = computeMeritCFS();</span></span>
|
||||
<span id="L37"><span class="lineNum"> 37</span> <span class="tlaGNC"> 17 : 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"> 17 : if (meritNew > merit || delta < threshold) {</span></span>
|
||||
<span id="L39"><span class="lineNum"> 39</span> <span class="tlaGNC"> 12 : if (meritNew > 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"> 12 : 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"> 5 : selectedFeatures.pop_back();</span></span>
|
||||
<span id="L45"><span class="lineNum"> 45</span> <span class="tlaGNC"> 5 : break;</span></span>
|
||||
<span id="L46"><span class="lineNum"> 46</span> : }</span>
|
||||
<span id="L47"><span class="lineNum"> 47</span> <span class="tlaGNC"> 12 : if (selectedFeatures.size() == maxFeatures) {</span></span>
|
||||
<span id="L48"><span class="lineNum"> 48</span> <span class="tlaUNC tlaBgUNC"> 0 : 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"> 5 : fitted = true;</span></span>
|
||||
<span id="L52"><span class="lineNum"> 52</span> <span class="tlaGNC"> 5 : }</span></span>
|
||||
<span id="L53"><span class="lineNum"> 53</span> : }</span>
|
||||
</pre>
|
||||
</td>
|
||||
</tr>
|
||||
</table>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
96
html/bayesnet/feature_selection/IWSS.h.func-c.html
Normal file
96
html/bayesnet/feature_selection/IWSS.h.func-c.html
Normal file
@@ -0,0 +1,96 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/IWSS.h - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><a href="IWSS.h.func.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></a></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="IWSS.h.gcov.html#L15">_ZN8bayesnet4IWSSD0Ev</a></td>
|
||||
|
||||
<td class="coverFnHi">10</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="IWSS.h.gcov.html#L15">_ZN8bayesnet4IWSSD0Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="IWSS.h.gcov.html#L15">_ZN8bayesnet4IWSSD2Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
96
html/bayesnet/feature_selection/IWSS.h.func.html
Normal file
96
html/bayesnet/feature_selection/IWSS.h.func.html
Normal file
@@ -0,0 +1,96 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/IWSS.h - functions</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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 cellpadding=1 cellspacing=1 border=0>
|
||||
<tr><td><br></td></tr>
|
||||
<tr>
|
||||
<td class="tableHead">Function Name <span title="Click to sort table by function name" class="tableHeadSort"><img src="../../glass.png" width=10 height=14 alt="Sort by function name" title="Click to sort table by function name" border=0></span></td>
|
||||
|
||||
<td class="tableHead">Hit count <span title="Click to sort table by function hit count" class="tableHeadSort"><a href="IWSS.h.func-c.html"><img src="../../updown.png" width=10 height=14 alt="Sort by function hit count" title="Click to sort table by function hit count" border=0></a></span></td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFn"><a href="IWSS.h.gcov.html#L15">_ZN8bayesnet4IWSSD0Ev</a></td>
|
||||
|
||||
<td class="coverFnHi">10</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="IWSS.h.gcov.html#L15">_ZN8bayesnet4IWSSD0Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFnAlias"><a href="IWSS.h.gcov.html#L15">_ZN8bayesnet4IWSSD2Ev</a></td>
|
||||
|
||||
<td class="coverFnAliasHi">5</td>
|
||||
|
||||
|
||||
</tr>
|
||||
</table>
|
||||
<br>
|
||||
</center>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
99
html/bayesnet/feature_selection/IWSS.h.gcov.html
Normal file
99
html/bayesnet/feature_selection/IWSS.h.gcov.html
Normal file
@@ -0,0 +1,99 @@
|
||||
<!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 - coverage.info - bayesnet/feature_selection/IWSS.h</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> - <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="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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
<td class="headerCovTableEntry">1</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">100.0 %</td>
|
||||
<td class="headerCovTableEntry">2</td>
|
||||
<td class="headerCovTableEntry">2</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>
|
||||
|
||||
<table cellpadding=0 cellspacing=0 border=0>
|
||||
<tr>
|
||||
<td><br></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>
|
||||
<pre class="sourceHeading"> Line data Source code</pre>
|
||||
<pre class="source">
|
||||
<span id="L1"><span class="lineNum"> 1</span> : // ***************************************************************</span>
|
||||
<span id="L2"><span class="lineNum"> 2</span> : // SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez</span>
|
||||
<span id="L3"><span class="lineNum"> 3</span> : // SPDX-FileType: SOURCE</span>
|
||||
<span id="L4"><span class="lineNum"> 4</span> : // SPDX-License-Identifier: MIT</span>
|
||||
<span id="L5"><span class="lineNum"> 5</span> : // ***************************************************************</span>
|
||||
<span id="L6"><span class="lineNum"> 6</span> : </span>
|
||||
<span id="L7"><span class="lineNum"> 7</span> : #ifndef IWSS_H</span>
|
||||
<span id="L8"><span class="lineNum"> 8</span> : #define IWSS_H</span>
|
||||
<span id="L9"><span class="lineNum"> 9</span> : #include <vector></span>
|
||||
<span id="L10"><span class="lineNum"> 10</span> : #include <torch/torch.h></span>
|
||||
<span id="L11"><span class="lineNum"> 11</span> : #include "FeatureSelect.h"</span>
|
||||
<span id="L12"><span class="lineNum"> 12</span> : namespace bayesnet {</span>
|
||||
<span id="L13"><span class="lineNum"> 13</span> : class IWSS : 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> : IWSS(const torch::Tensor& samples, const std::vector<std::string>& features, const std::string& className, const int maxFeatures, const int classNumStates, const torch::Tensor& weights, const double threshold);</span>
|
||||
<span id="L17"><span class="lineNum"> 17</span> <span class="tlaGNC tlaBgGNC"> 10 : 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>
|
||||
<span id="L21"><span class="lineNum"> 21</span> : };</span>
|
||||
<span id="L22"><span class="lineNum"> 22</span> : }</span>
|
||||
<span id="L23"><span class="lineNum"> 23</span> : #endif</span>
|
||||
</pre>
|
||||
</td>
|
||||
</tr>
|
||||
</table>
|
||||
<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" target="_parent">LCOV version 2.0-1</a></td></tr>
|
||||
</table>
|
||||
<br>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
189
html/bayesnet/feature_selection/index-sort-f.html
Normal file
189
html/bayesnet/feature_selection/index-sort-f.html
Normal file
@@ -0,0 +1,189 @@
|
||||
<!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 - coverage.info - 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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">95.4 %</td>
|
||||
<td class="headerCovTableEntry">152</td>
|
||||
<td class="headerCovTableEntry">145</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">95.7 %</td>
|
||||
<td class="headerCovTableEntry">23</td>
|
||||
<td class="headerCovTableEntry">22</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 <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="FeatureSelect.h.gcov.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 %</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverPerLo">50.0 %</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFile"><a href="CFS.cc.gcov.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 %</td>
|
||||
<td class="coverNumDflt">45</td>
|
||||
<td class="coverNumDflt">44</td>
|
||||
<td class="coverPerHi">100.0 %</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFile"><a href="FCBF.cc.gcov.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>
|
||||
</td>
|
||||
<td class="coverPerHi">92.3 %</td>
|
||||
<td class="coverNumDflt">26</td>
|
||||
<td class="coverNumDflt">24</td>
|
||||
<td class="coverPerHi">100.0 %</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="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 %</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverPerHi">100.0 %</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 %</td>
|
||||
<td class="coverNumDflt">30</td>
|
||||
<td class="coverNumDflt">28</td>
|
||||
<td class="coverPerHi">100.0 %</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="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 %</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverPerHi">100.0 %</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFile"><a href="CFS.h.gcov.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 %</td>
|
||||
<td class="coverNumDflt">4</td>
|
||||
<td class="coverNumDflt">4</td>
|
||||
<td class="coverPerHi">100.0 %</td>
|
||||
<td class="coverNumDflt">3</td>
|
||||
<td class="coverNumDflt">3</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFile"><a href="FeatureSelect.cc.gcov.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=95 height=10 alt="95.5%"><img src="../../snow.png" width=5 height=10 alt="95.5%"></td></tr></table>
|
||||
</td>
|
||||
<td class="coverPerHi">95.5 %</td>
|
||||
<td class="coverNumDflt">44</td>
|
||||
<td class="coverNumDflt">42</td>
|
||||
<td class="coverPerHi">100.0 %</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>
|
||||
189
html/bayesnet/feature_selection/index-sort-l.html
Normal file
189
html/bayesnet/feature_selection/index-sort-l.html
Normal file
@@ -0,0 +1,189 @@
|
||||
<!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 - coverage.info - 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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">95.4 %</td>
|
||||
<td class="headerCovTableEntry">152</td>
|
||||
<td class="headerCovTableEntry">145</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">95.7 %</td>
|
||||
<td class="headerCovTableEntry">23</td>
|
||||
<td class="headerCovTableEntry">22</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 <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="FCBF.cc.gcov.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>
|
||||
</td>
|
||||
<td class="coverPerHi">92.3 %</td>
|
||||
<td class="coverNumDflt">26</td>
|
||||
<td class="coverNumDflt">24</td>
|
||||
<td class="coverPerHi">100.0 %</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 %</td>
|
||||
<td class="coverNumDflt">30</td>
|
||||
<td class="coverNumDflt">28</td>
|
||||
<td class="coverPerHi">100.0 %</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="coverBar" align="center">
|
||||
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=95 height=10 alt="95.5%"><img src="../../snow.png" width=5 height=10 alt="95.5%"></td></tr></table>
|
||||
</td>
|
||||
<td class="coverPerHi">95.5 %</td>
|
||||
<td class="coverNumDflt">44</td>
|
||||
<td class="coverNumDflt">42</td>
|
||||
<td class="coverPerHi">100.0 %</td>
|
||||
<td class="coverNumDflt">8</td>
|
||||
<td class="coverNumDflt">8</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFile"><a href="CFS.cc.gcov.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 %</td>
|
||||
<td class="coverNumDflt">45</td>
|
||||
<td class="coverNumDflt">44</td>
|
||||
<td class="coverPerHi">100.0 %</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="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 %</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverPerHi">100.0 %</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFile"><a href="FeatureSelect.h.gcov.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 %</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverPerLo">50.0 %</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFile"><a href="IWSS.h.gcov.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 %</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverPerHi">100.0 %</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFile"><a href="CFS.h.gcov.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 %</td>
|
||||
<td class="coverNumDflt">4</td>
|
||||
<td class="coverNumDflt">4</td>
|
||||
<td class="coverPerHi">100.0 %</td>
|
||||
<td class="coverNumDflt">3</td>
|
||||
<td class="coverNumDflt">3</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>
|
||||
189
html/bayesnet/feature_selection/index.html
Normal file
189
html/bayesnet/feature_selection/index.html
Normal file
@@ -0,0 +1,189 @@
|
||||
<!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 - coverage.info - 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">coverage.info</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Lines:</td>
|
||||
<td class="headerCovTableEntryHi">95.4 %</td>
|
||||
<td class="headerCovTableEntry">152</td>
|
||||
<td class="headerCovTableEntry">145</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="headerItem">Test Date:</td>
|
||||
<td class="headerValue">2024-04-21 16:43:29</td>
|
||||
<td></td>
|
||||
<td class="headerItem">Functions:</td>
|
||||
<td class="headerCovTableEntryHi">95.7 %</td>
|
||||
<td class="headerCovTableEntry">23</td>
|
||||
<td class="headerCovTableEntry">22</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 <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.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 %</td>
|
||||
<td class="coverNumDflt">45</td>
|
||||
<td class="coverNumDflt">44</td>
|
||||
<td class="coverPerHi">100.0 %</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFile"><a href="CFS.h.gcov.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 %</td>
|
||||
<td class="coverNumDflt">4</td>
|
||||
<td class="coverNumDflt">4</td>
|
||||
<td class="coverPerHi">100.0 %</td>
|
||||
<td class="coverNumDflt">3</td>
|
||||
<td class="coverNumDflt">3</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFile"><a href="FCBF.cc.gcov.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>
|
||||
</td>
|
||||
<td class="coverPerHi">92.3 %</td>
|
||||
<td class="coverNumDflt">26</td>
|
||||
<td class="coverNumDflt">24</td>
|
||||
<td class="coverPerHi">100.0 %</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="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 %</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverPerHi">100.0 %</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="coverBar" align="center">
|
||||
<table border=0 cellspacing=0 cellpadding=1><tr><td class="coverBarOutline"><img src="../../emerald.png" width=95 height=10 alt="95.5%"><img src="../../snow.png" width=5 height=10 alt="95.5%"></td></tr></table>
|
||||
</td>
|
||||
<td class="coverPerHi">95.5 %</td>
|
||||
<td class="coverNumDflt">44</td>
|
||||
<td class="coverNumDflt">42</td>
|
||||
<td class="coverPerHi">100.0 %</td>
|
||||
<td class="coverNumDflt">8</td>
|
||||
<td class="coverNumDflt">8</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="coverFile"><a href="FeatureSelect.h.gcov.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 %</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverPerLo">50.0 %</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
<td class="coverNumDflt">1</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 %</td>
|
||||
<td class="coverNumDflt">30</td>
|
||||
<td class="coverNumDflt">28</td>
|
||||
<td class="coverPerHi">100.0 %</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="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 %</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverNumDflt">1</td>
|
||||
<td class="coverPerHi">100.0 %</td>
|
||||
<td class="coverNumDflt">2</td>
|
||||
<td class="coverNumDflt">2</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>
|
||||
Reference in New Issue
Block a user