blob: f9f66c757806a0c4769454c25da323415051b9af [file] [log] [blame]
<!-- HTML header for doxygen 1.8.4-->
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
<meta http-equiv="X-UA-Compatible" content="IE=9"/>
<meta name="generator" content="Doxygen 1.8.13"/>
<meta name="keywords" content="madlib,postgres,greenplum,machine learning,data mining,deep learning,ensemble methods,data science,market basket analysis,affinity analysis,pca,lda,regression,elastic net,huber white,proportional hazards,k-means,latent dirichlet allocation,bayes,support vector machines,svm"/>
<title>MADlib: svm.sql_in File Reference</title>
<link href="tabs.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="jquery.js"></script>
<script type="text/javascript" src="dynsections.js"></script>
<link href="navtree.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="resize.js"></script>
<script type="text/javascript" src="navtreedata.js"></script>
<script type="text/javascript" src="navtree.js"></script>
<script type="text/javascript">
$(document).ready(initResizable);
</script>
<link href="search/search.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="search/searchdata.js"></script>
<script type="text/javascript" src="search/search.js"></script>
<script type="text/javascript">
$(document).ready(function() { init_search(); });
</script>
<script type="text/x-mathjax-config">
MathJax.Hub.Config({
extensions: ["tex2jax.js", "TeX/AMSmath.js", "TeX/AMSsymbols.js"],
jax: ["input/TeX","output/HTML-CSS"],
});
</script><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script>
<!-- hack in the navigation tree -->
<script type="text/javascript" src="eigen_navtree_hacks.js"></script>
<link href="doxygen.css" rel="stylesheet" type="text/css" />
<link href="madlib_extra.css" rel="stylesheet" type="text/css"/>
<!-- google analytics -->
<script>
(function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
(i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
})(window,document,'script','//www.google-analytics.com/analytics.js','ga');
ga('create', 'UA-45382226-1', 'madlib.apache.org');
ga('send', 'pageview');
</script>
</head>
<body>
<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
<div id="titlearea">
<table cellspacing="0" cellpadding="0">
<tbody>
<tr style="height: 56px;">
<td id="projectlogo"><a href="http://madlib.apache.org"><img alt="Logo" src="madlib.png" height="50" style="padding-left:0.5em;" border="0"/ ></a></td>
<td style="padding-left: 0.5em;">
<div id="projectname">
<span id="projectnumber">1.20.0</span>
</div>
<div id="projectbrief">User Documentation for Apache MADlib</div>
</td>
<td> <div id="MSearchBox" class="MSearchBoxInactive">
<span class="left">
<img id="MSearchSelect" src="search/mag_sel.png"
onmouseover="return searchBox.OnSearchSelectShow()"
onmouseout="return searchBox.OnSearchSelectHide()"
alt=""/>
<input type="text" id="MSearchField" value="Search" accesskey="S"
onfocus="searchBox.OnSearchFieldFocus(true)"
onblur="searchBox.OnSearchFieldFocus(false)"
onkeyup="searchBox.OnSearchFieldChange(event)"/>
</span><span class="right">
<a id="MSearchClose" href="javascript:searchBox.CloseResultsWindow()"><img id="MSearchCloseImg" border="0" src="search/close.png" alt=""/></a>
</span>
</div>
</td>
</tr>
</tbody>
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.8.13 -->
<script type="text/javascript">
var searchBox = new SearchBox("searchBox", "search",false,'Search');
</script>
</div><!-- top -->
<div id="side-nav" class="ui-resizable side-nav-resizable">
<div id="nav-tree">
<div id="nav-tree-contents">
<div id="nav-sync" class="sync"></div>
</div>
</div>
<div id="splitbar" style="-moz-user-select:none;"
class="ui-resizable-handle">
</div>
</div>
<script type="text/javascript">
$(document).ready(function(){initNavTree('svm_8sql__in.html','');});
</script>
<div id="doc-content">
<!-- window showing the filter options -->
<div id="MSearchSelectWindow"
onmouseover="return searchBox.OnSearchSelectShow()"
onmouseout="return searchBox.OnSearchSelectHide()"
onkeydown="return searchBox.OnSearchSelectKey(event)">
</div>
<!-- iframe showing the search results (closed by default) -->
<div id="MSearchResultsWindow">
<iframe src="javascript:void(0)" frameborder="0"
name="MSearchResults" id="MSearchResults">
</iframe>
</div>
<div class="header">
<div class="summary">
<a href="#func-members">Functions</a> </div>
<div class="headertitle">
<div class="title">svm.sql_in File Reference</div> </div>
</div><!--header-->
<div class="contents">
<p>SQL functions for SVM (Poisson)
<a href="#details">More...</a></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:a5e01d222a48efa864e94023cdad2cd0d"><td class="memItemLeft" align="right" valign="top">float8 []&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a5e01d222a48efa864e94023cdad2cd0d">linear_svm_igd_transition</a> (float8[] state, float8[] ind_var, float8 dep_var, float8[] previous_state, integer dimension, float8 stepsize, float8 reg, boolean is_l2, integer n_tuples, float8 epsilon, boolean is_svc, float8 tuple_weight)</td></tr>
<tr class="separator:a5e01d222a48efa864e94023cdad2cd0d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a241eea31c78737ecbb5da6639debec3b"><td class="memItemLeft" align="right" valign="top">float8 []&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a241eea31c78737ecbb5da6639debec3b">linear_svm_igd_merge</a> (float8[] state1, float8[] state2)</td></tr>
<tr class="separator:a241eea31c78737ecbb5da6639debec3b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a614936d27848149eead4581db57a9236"><td class="memItemLeft" align="right" valign="top">float8 []&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a614936d27848149eead4581db57a9236">linear_svm_igd_final</a> (float8[] state)</td></tr>
<tr class="separator:a614936d27848149eead4581db57a9236"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3f2ae27d1c7b0ed79e4acbb55c1a859d"><td class="memItemLeft" align="right" valign="top">aggregate float8 []&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a3f2ae27d1c7b0ed79e4acbb55c1a859d">linear_svm_igd_step</a> (float8[] ind_var, float8 dep_var, float8[] previous_state, integer dimension, float8 stepsize, float8 reg, boolean is_l2, integer n_tuples, float8 epsilon, boolean is_svc, float8 tuple_weight)</td></tr>
<tr class="separator:a3f2ae27d1c7b0ed79e4acbb55c1a859d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a81b1bdf8278bf77439ac9e101ae2ae7a"><td class="memItemLeft" align="right" valign="top">float8&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a81b1bdf8278bf77439ac9e101ae2ae7a">internal_linear_svm_igd_distance</a> (float8[] state1, float8[] state2)</td></tr>
<tr class="separator:a81b1bdf8278bf77439ac9e101ae2ae7a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a21dc69a5bcf6e08f6c0d6cb9c4461091"><td class="memItemLeft" align="right" valign="top">linear_svm_result&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a21dc69a5bcf6e08f6c0d6cb9c4461091">internal_linear_svm_igd_result</a> (float8[] state)</td></tr>
<tr class="separator:a21dc69a5bcf6e08f6c0d6cb9c4461091"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1bf61091e404ae3eb4a14f034ec96783"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a1bf61091e404ae3eb4a14f034ec96783">svm_regression</a> (text source_table, text model_table, text dependent_varname, text independent_varname, text kernel_func, text kernel_params, text grouping_col, text params, bool verbose)</td></tr>
<tr class="separator:a1bf61091e404ae3eb4a14f034ec96783"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac4bfd11c7673467617815da11331c1d4"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#ac4bfd11c7673467617815da11331c1d4">svm_regression</a> (text source_table, text model_table, text dependent_varname, text independent_varname, text kernel_func, text kernel_params, text grouping_col, text params)</td></tr>
<tr class="separator:ac4bfd11c7673467617815da11331c1d4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abeb319fa8b22a71614acf35cd0ec6ef4"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#abeb319fa8b22a71614acf35cd0ec6ef4">svm_regression</a> (text source_table, text model_table, text dependent_varname, text independent_varname, text kernel_func, text kernel_params, text grouping_col)</td></tr>
<tr class="separator:abeb319fa8b22a71614acf35cd0ec6ef4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a091894b3be12694418f3ecb7553202cd"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a091894b3be12694418f3ecb7553202cd">svm_regression</a> (text source_table, text model_table, text dependent_varname, text independent_varname, text kernel_func, text kernel_params)</td></tr>
<tr class="separator:a091894b3be12694418f3ecb7553202cd"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af6571d3807af4c2de1074cc8ad354d67"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#af6571d3807af4c2de1074cc8ad354d67">svm_regression</a> (text source_table, text model_table, text dependent_varname, text independent_varname, text kernel_func)</td></tr>
<tr class="separator:af6571d3807af4c2de1074cc8ad354d67"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a9c897d813c28d87556894199901714f4"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a9c897d813c28d87556894199901714f4">svm_regression</a> (text source_table, text model_table, text dependent_varname, text independent_varname)</td></tr>
<tr class="separator:a9c897d813c28d87556894199901714f4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8da862a62df18a51dc88eba9c60b5638"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a8da862a62df18a51dc88eba9c60b5638">svm_classification</a> (text source_table, text model_table, text dependent_varname, text independent_varname, text kernel_func, text kernel_params, text grouping_col, text params, bool verbose)</td></tr>
<tr class="separator:a8da862a62df18a51dc88eba9c60b5638"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a135884f3e412fde1bee4126446e9299e"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a135884f3e412fde1bee4126446e9299e">svm_classification</a> (text source_table, text model_table, text dependent_varname, text independent_varname, text kernel_func, text kernel_params, text grouping_col, text params)</td></tr>
<tr class="separator:a135884f3e412fde1bee4126446e9299e"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab1d29da8dde1eb9da5e9fac967514239"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#ab1d29da8dde1eb9da5e9fac967514239">svm_classification</a> (text source_table, text model_table, text dependent_varname, text independent_varname, text kernel_func, text kernel_params, text grouping_col)</td></tr>
<tr class="separator:ab1d29da8dde1eb9da5e9fac967514239"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a82aac4fbefbe918c16eb091e4f8f385f"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a82aac4fbefbe918c16eb091e4f8f385f">svm_classification</a> (text source_table, text model_table, text dependent_varname, text independent_varname, text kernel_func, text kernel_params)</td></tr>
<tr class="separator:a82aac4fbefbe918c16eb091e4f8f385f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abe8f5d1c4158bc8c38e2d74192c25a4b"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#abe8f5d1c4158bc8c38e2d74192c25a4b">svm_classification</a> (text source_table, text model_table, text dependent_varname, text independent_varname, text kernel_func)</td></tr>
<tr class="separator:abe8f5d1c4158bc8c38e2d74192c25a4b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a57cc7e97be2a99498c581a59670e4a25"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a57cc7e97be2a99498c581a59670e4a25">svm_classification</a> (text source_table, text model_table, text dependent_varname, text independent_varname)</td></tr>
<tr class="separator:a57cc7e97be2a99498c581a59670e4a25"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a36f4846dfb1ea586ee5a742523cd6a09"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a36f4846dfb1ea586ee5a742523cd6a09">svm_one_class</a> (text source_table, text model_table, text independent_varname, text kernel_func, text kernel_params, text grouping_col, text params, bool verbose)</td></tr>
<tr class="separator:a36f4846dfb1ea586ee5a742523cd6a09"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5ce23d32a839eafc7097346dbaa05ee5"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a5ce23d32a839eafc7097346dbaa05ee5">svm_one_class</a> (text source_table, text model_table, text independent_varname, text kernel_func, text kernel_params, text grouping_col, text params)</td></tr>
<tr class="separator:a5ce23d32a839eafc7097346dbaa05ee5"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:adf2b25ab957e0d6f075a8d8db8a1d278"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#adf2b25ab957e0d6f075a8d8db8a1d278">svm_one_class</a> (text source_table, text model_table, text independent_varname, text kernel_func, text kernel_params, text grouping_col)</td></tr>
<tr class="separator:adf2b25ab957e0d6f075a8d8db8a1d278"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac2507a4fc1e34e85c7865ceb7227c180"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#ac2507a4fc1e34e85c7865ceb7227c180">svm_one_class</a> (text source_table, text model_table, text independent_varname, text kernel_func, text kernel_params)</td></tr>
<tr class="separator:ac2507a4fc1e34e85c7865ceb7227c180"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2eb45ccfefacf4a16054a6791e1acc5c"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a2eb45ccfefacf4a16054a6791e1acc5c">svm_one_class</a> (text source_table, text model_table, text independent_varname, text kernel_func)</td></tr>
<tr class="separator:a2eb45ccfefacf4a16054a6791e1acc5c"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3d3162c804ea9fd3ba205a7904ee07f7"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a3d3162c804ea9fd3ba205a7904ee07f7">svm_one_class</a> (text source_table, text model_table, text independent_varname)</td></tr>
<tr class="separator:a3d3162c804ea9fd3ba205a7904ee07f7"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a0a8bc159d9441835dcebd236a0b236fe"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a0a8bc159d9441835dcebd236a0b236fe">svm_predict</a> (text model_table, text new_data_table, text id_col_name, text output_table)</td></tr>
<tr class="memdesc:a0a8bc159d9441835dcebd236a0b236fe"><td class="mdescLeft">&#160;</td><td class="mdescRight">Scores the data points stored in a table using a learned linear support-vector model. <a href="#a0a8bc159d9441835dcebd236a0b236fe">More...</a><br /></td></tr>
<tr class="separator:a0a8bc159d9441835dcebd236a0b236fe"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a994c350eaa174f953d093ac94c8936e6"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a994c350eaa174f953d093ac94c8936e6">svm_predict</a> (text message)</td></tr>
<tr class="memdesc:a994c350eaa174f953d093ac94c8936e6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Help function. <a href="#a994c350eaa174f953d093ac94c8936e6">More...</a><br /></td></tr>
<tr class="separator:a994c350eaa174f953d093ac94c8936e6"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8626e93e474e17cfe2d209170bd4203f"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a8626e93e474e17cfe2d209170bd4203f">svm_predict</a> ()</td></tr>
<tr class="separator:a8626e93e474e17cfe2d209170bd4203f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae840bfcdc6cca8803dda06da8f05eda9"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#ae840bfcdc6cca8803dda06da8f05eda9">svm_classification</a> (text message)</td></tr>
<tr class="separator:ae840bfcdc6cca8803dda06da8f05eda9"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a69c5c09545536511f6273a9609428697"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a69c5c09545536511f6273a9609428697">svm_classification</a> ()</td></tr>
<tr class="separator:a69c5c09545536511f6273a9609428697"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4f208edc596f2deeb42e5e68bd379e95"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a4f208edc596f2deeb42e5e68bd379e95">svm_one_class</a> (text message)</td></tr>
<tr class="separator:a4f208edc596f2deeb42e5e68bd379e95"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a239b651079546f081bd822dbb7da1f4c"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#a239b651079546f081bd822dbb7da1f4c">svm_one_class</a> ()</td></tr>
<tr class="separator:a239b651079546f081bd822dbb7da1f4c"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab52895e0f12df350cef58f9708d98afe"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#ab52895e0f12df350cef58f9708d98afe">svm_regression</a> (text message)</td></tr>
<tr class="separator:ab52895e0f12df350cef58f9708d98afe"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad7485d9eed1d59d0a52e9036df7cbd9d"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="svm_8sql__in.html#ad7485d9eed1d59d0a52e9036df7cbd9d">svm_regression</a> ()</td></tr>
<tr class="separator:ad7485d9eed1d59d0a52e9036df7cbd9d"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><dl class="section date"><dt>Date</dt><dd>July 2015</dd></dl>
<dl class="section see"><dt>See also</dt><dd>For a brief introduction to SVM (Poisson), see the module description <a class="el" href="group__grp__svm.html">Support Vector Machines</a>. </dd></dl>
</div><h2 class="groupheader">Function Documentation</h2>
<a id="a81b1bdf8278bf77439ac9e101ae2ae7a"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a81b1bdf8278bf77439ac9e101ae2ae7a">&#9670;&nbsp;</a></span>internal_linear_svm_igd_distance()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">float8 internal_linear_svm_igd_distance </td>
<td>(</td>
<td class="paramtype">float8 []&#160;</td>
<td class="paramname"><em>state1</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8 []&#160;</td>
<td class="paramname"><em>state2</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a21dc69a5bcf6e08f6c0d6cb9c4461091"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a21dc69a5bcf6e08f6c0d6cb9c4461091">&#9670;&nbsp;</a></span>internal_linear_svm_igd_result()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">linear_svm_result internal_linear_svm_igd_result </td>
<td>(</td>
<td class="paramtype">float8 []&#160;</td>
<td class="paramname"><em>state</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a614936d27848149eead4581db57a9236"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a614936d27848149eead4581db57a9236">&#9670;&nbsp;</a></span>linear_svm_igd_final()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">float8 [] linear_svm_igd_final </td>
<td>(</td>
<td class="paramtype">float8 []&#160;</td>
<td class="paramname"><em>state</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a241eea31c78737ecbb5da6639debec3b"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a241eea31c78737ecbb5da6639debec3b">&#9670;&nbsp;</a></span>linear_svm_igd_merge()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">float8 [] linear_svm_igd_merge </td>
<td>(</td>
<td class="paramtype">float8 []&#160;</td>
<td class="paramname"><em>state1</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8 []&#160;</td>
<td class="paramname"><em>state2</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a3f2ae27d1c7b0ed79e4acbb55c1a859d"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a3f2ae27d1c7b0ed79e4acbb55c1a859d">&#9670;&nbsp;</a></span>linear_svm_igd_step()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">aggregate float8 [] linear_svm_igd_step </td>
<td>(</td>
<td class="paramtype">float8 []&#160;</td>
<td class="paramname"><em>ind_var</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8&#160;</td>
<td class="paramname"><em>dep_var</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8 []&#160;</td>
<td class="paramname"><em>previous_state</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">integer&#160;</td>
<td class="paramname"><em>dimension</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8&#160;</td>
<td class="paramname"><em>stepsize</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8&#160;</td>
<td class="paramname"><em>reg</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">boolean&#160;</td>
<td class="paramname"><em>is_l2</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">integer&#160;</td>
<td class="paramname"><em>n_tuples</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8&#160;</td>
<td class="paramname"><em>epsilon</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">boolean&#160;</td>
<td class="paramname"><em>is_svc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8&#160;</td>
<td class="paramname"><em>tuple_weight</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a5e01d222a48efa864e94023cdad2cd0d"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a5e01d222a48efa864e94023cdad2cd0d">&#9670;&nbsp;</a></span>linear_svm_igd_transition()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">float8 [] linear_svm_igd_transition </td>
<td>(</td>
<td class="paramtype">float8 []&#160;</td>
<td class="paramname"><em>state</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8 []&#160;</td>
<td class="paramname"><em>ind_var</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8&#160;</td>
<td class="paramname"><em>dep_var</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8 []&#160;</td>
<td class="paramname"><em>previous_state</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">integer&#160;</td>
<td class="paramname"><em>dimension</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8&#160;</td>
<td class="paramname"><em>stepsize</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8&#160;</td>
<td class="paramname"><em>reg</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">boolean&#160;</td>
<td class="paramname"><em>is_l2</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">integer&#160;</td>
<td class="paramname"><em>n_tuples</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8&#160;</td>
<td class="paramname"><em>epsilon</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">boolean&#160;</td>
<td class="paramname"><em>is_svc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">float8&#160;</td>
<td class="paramname"><em>tuple_weight</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a8da862a62df18a51dc88eba9c60b5638"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a8da862a62df18a51dc88eba9c60b5638">&#9670;&nbsp;</a></span>svm_classification() <span class="overload">[1/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_classification </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">bool&#160;</td>
<td class="paramname"><em>verbose</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a135884f3e412fde1bee4126446e9299e"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a135884f3e412fde1bee4126446e9299e">&#9670;&nbsp;</a></span>svm_classification() <span class="overload">[2/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_classification </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>params</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="ab1d29da8dde1eb9da5e9fac967514239"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ab1d29da8dde1eb9da5e9fac967514239">&#9670;&nbsp;</a></span>svm_classification() <span class="overload">[3/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_classification </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_col</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a82aac4fbefbe918c16eb091e4f8f385f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a82aac4fbefbe918c16eb091e4f8f385f">&#9670;&nbsp;</a></span>svm_classification() <span class="overload">[4/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_classification </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="abe8f5d1c4158bc8c38e2d74192c25a4b"></a>
<h2 class="memtitle"><span class="permalink"><a href="#abe8f5d1c4158bc8c38e2d74192c25a4b">&#9670;&nbsp;</a></span>svm_classification() <span class="overload">[5/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_classification </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a57cc7e97be2a99498c581a59670e4a25"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a57cc7e97be2a99498c581a59670e4a25">&#9670;&nbsp;</a></span>svm_classification() <span class="overload">[6/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_classification </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="ae840bfcdc6cca8803dda06da8f05eda9"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ae840bfcdc6cca8803dda06da8f05eda9">&#9670;&nbsp;</a></span>svm_classification() <span class="overload">[7/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text svm_classification </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a69c5c09545536511f6273a9609428697"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a69c5c09545536511f6273a9609428697">&#9670;&nbsp;</a></span>svm_classification() <span class="overload">[8/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text svm_classification </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a36f4846dfb1ea586ee5a742523cd6a09"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a36f4846dfb1ea586ee5a742523cd6a09">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[1/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_one_class </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">bool&#160;</td>
<td class="paramname"><em>verbose</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a5ce23d32a839eafc7097346dbaa05ee5"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a5ce23d32a839eafc7097346dbaa05ee5">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[2/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_one_class </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>params</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="adf2b25ab957e0d6f075a8d8db8a1d278"></a>
<h2 class="memtitle"><span class="permalink"><a href="#adf2b25ab957e0d6f075a8d8db8a1d278">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[3/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_one_class </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_col</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="ac2507a4fc1e34e85c7865ceb7227c180"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ac2507a4fc1e34e85c7865ceb7227c180">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[4/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_one_class </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a2eb45ccfefacf4a16054a6791e1acc5c"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a2eb45ccfefacf4a16054a6791e1acc5c">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[5/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_one_class </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a3d3162c804ea9fd3ba205a7904ee07f7"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a3d3162c804ea9fd3ba205a7904ee07f7">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[6/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_one_class </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a4f208edc596f2deeb42e5e68bd379e95"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a4f208edc596f2deeb42e5e68bd379e95">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[7/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text svm_one_class </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a239b651079546f081bd822dbb7da1f4c"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a239b651079546f081bd822dbb7da1f4c">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[8/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text svm_one_class </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a0a8bc159d9441835dcebd236a0b236fe"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a0a8bc159d9441835dcebd236a0b236fe">&#9670;&nbsp;</a></span>svm_predict() <span class="overload">[1/3]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_predict </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>new_data_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>id_col_name</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>output_table</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">model_table</td><td>Name of table where the learned model to be used is stored </td></tr>
<tr><td class="paramname">new_data_table</td><td>Name of table/view containing the data points to be scored </td></tr>
<tr><td class="paramname">id_col</td><td>Name of column in new_data_table containing the integer identifier of data points</td></tr>
<tr><td class="paramname">output_table</td><td>Name of table to store the results</td></tr>
</table>
</dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>Textual summary of the algorithm run </dd></dl>
</div>
</div>
<a id="a994c350eaa174f953d093ac94c8936e6"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a994c350eaa174f953d093ac94c8936e6">&#9670;&nbsp;</a></span>svm_predict() <span class="overload">[2/3]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text svm_predict </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a8626e93e474e17cfe2d209170bd4203f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a8626e93e474e17cfe2d209170bd4203f">&#9670;&nbsp;</a></span>svm_predict() <span class="overload">[3/3]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text svm_predict </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a1bf61091e404ae3eb4a14f034ec96783"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a1bf61091e404ae3eb4a14f034ec96783">&#9670;&nbsp;</a></span>svm_regression() <span class="overload">[1/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_regression </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">bool&#160;</td>
<td class="paramname"><em>verbose</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="ac4bfd11c7673467617815da11331c1d4"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ac4bfd11c7673467617815da11331c1d4">&#9670;&nbsp;</a></span>svm_regression() <span class="overload">[2/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_regression </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>params</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="abeb319fa8b22a71614acf35cd0ec6ef4"></a>
<h2 class="memtitle"><span class="permalink"><a href="#abeb319fa8b22a71614acf35cd0ec6ef4">&#9670;&nbsp;</a></span>svm_regression() <span class="overload">[3/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_regression </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_col</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a091894b3be12694418f3ecb7553202cd"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a091894b3be12694418f3ecb7553202cd">&#9670;&nbsp;</a></span>svm_regression() <span class="overload">[4/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_regression </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_params</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="af6571d3807af4c2de1074cc8ad354d67"></a>
<h2 class="memtitle"><span class="permalink"><a href="#af6571d3807af4c2de1074cc8ad354d67">&#9670;&nbsp;</a></span>svm_regression() <span class="overload">[5/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_regression </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>kernel_func</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a9c897d813c28d87556894199901714f4"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a9c897d813c28d87556894199901714f4">&#9670;&nbsp;</a></span>svm_regression() <span class="overload">[6/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void svm_regression </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>model_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>independent_varname</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="ab52895e0f12df350cef58f9708d98afe"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ab52895e0f12df350cef58f9708d98afe">&#9670;&nbsp;</a></span>svm_regression() <span class="overload">[7/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text svm_regression </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="ad7485d9eed1d59d0a52e9036df7cbd9d"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ad7485d9eed1d59d0a52e9036df7cbd9d">&#9670;&nbsp;</a></span>svm_regression() <span class="overload">[8/8]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text svm_regression </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
</div><!-- contents -->
</div><!-- doc-content -->
<!-- start footer part -->
<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
<ul>
<li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li class="navelem"><a class="el" href="dir_efbcf68973d247bbf15f9eecae7f24e3.html">ports</a></li><li class="navelem"><a class="el" href="dir_a4a48839224ef8488facbffa8a397967.html">postgres</a></li><li class="navelem"><a class="el" href="dir_dc596537ad427a4d866006d1a3e1fe29.html">modules</a></li><li class="navelem"><a class="el" href="dir_5cd13365c66443c54a8f3b4c82c03aee.html">svm</a></li><li class="navelem"><a class="el" href="svm_8sql__in.html">svm.sql_in</a></li>
<li class="footer">Generated on Tue Jul 19 2022 12:19:23 for MADlib by
<a href="http://www.doxygen.org/index.html">
<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
</ul>
</div>
</body>
</html>