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<div class="header">
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<a href="#func-members">Functions</a>  </div>
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<div class="title">svm.sql_in File Reference</div>  </div>
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<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>
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<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>
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<tr class="separator:a239b651079546f081bd822dbb7da1f4c"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<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>

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          <td class="memname">float8 internal_linear_svm_igd_distance </td>
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          <td class="paramtype">float8 []&#160;</td>
          <td class="paramname"><em>state1</em>, </td>
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          <td class="paramtype">float8 []&#160;</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a21dc69a5bcf6e08f6c0d6cb9c4461091">&#9670;&nbsp;</a></span>internal_linear_svm_igd_result()</h2>

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          <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>
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<a id="a614936d27848149eead4581db57a9236"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a614936d27848149eead4581db57a9236">&#9670;&nbsp;</a></span>linear_svm_igd_final()</h2>

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          <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>
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<a id="a241eea31c78737ecbb5da6639debec3b"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a241eea31c78737ecbb5da6639debec3b">&#9670;&nbsp;</a></span>linear_svm_igd_merge()</h2>

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          <td class="memname">float8 [] linear_svm_igd_merge </td>
          <td>(</td>
          <td class="paramtype">float8 []&#160;</td>
          <td class="paramname"><em>state1</em>, </td>
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          <td class="paramkey"></td>
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          <td class="paramtype">float8 []&#160;</td>
          <td class="paramname"><em>state2</em>&#160;</td>
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          <td></td>
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<h2 class="memtitle"><span class="permalink"><a href="#a3f2ae27d1c7b0ed79e4acbb55c1a859d">&#9670;&nbsp;</a></span>linear_svm_igd_step()</h2>

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          <td class="memname">aggregate float8 [] linear_svm_igd_step </td>
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          <td class="paramtype">float8 []&#160;</td>
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          <td class="paramkey"></td>
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          <td class="paramkey"></td>
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          <td class="paramtype">integer&#160;</td>
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          <td class="paramtype">float8&#160;</td>
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          <td class="paramkey"></td>
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          <td class="paramtype">float8&#160;</td>
          <td class="paramname"><em>reg</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>is_l2</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>n_tuples</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float8&#160;</td>
          <td class="paramname"><em>epsilon</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>is_svc</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float8&#160;</td>
          <td class="paramname"><em>tuple_weight</em>&#160;</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a5e01d222a48efa864e94023cdad2cd0d">&#9670;&nbsp;</a></span>linear_svm_igd_transition()</h2>

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          <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>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float8 []&#160;</td>
          <td class="paramname"><em>ind_var</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float8&#160;</td>
          <td class="paramname"><em>dep_var</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float8 []&#160;</td>
          <td class="paramname"><em>previous_state</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>dimension</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float8&#160;</td>
          <td class="paramname"><em>stepsize</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float8&#160;</td>
          <td class="paramname"><em>reg</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>is_l2</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>n_tuples</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float8&#160;</td>
          <td class="paramname"><em>epsilon</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>is_svc</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float8&#160;</td>
          <td class="paramname"><em>tuple_weight</em>&#160;</td>
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<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>

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          <td class="memname">void svm_classification </td>
          <td>(</td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>source_table</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
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          <td class="paramkey"></td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>dependent_varname</em>, </td>
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          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
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          <td class="paramkey"></td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>kernel_func</em>, </td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>kernel_params</em>, </td>
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          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>grouping_col</em>, </td>
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          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>params</em>, </td>
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          <td class="paramtype">bool&#160;</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a135884f3e412fde1bee4126446e9299e">&#9670;&nbsp;</a></span>svm_classification() <span class="overload">[2/8]</span></h2>

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          <td class="memname">void svm_classification </td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>source_table</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>dependent_varname</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>kernel_func</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>kernel_params</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>grouping_col</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>params</em>&#160;</td>
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<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>

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          <td class="memname">void svm_classification </td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>source_table</em>, </td>
        </tr>
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          <td class="paramkey"></td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
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          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>dependent_varname</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>kernel_func</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>kernel_params</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>grouping_col</em>&#160;</td>
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          <td>)</td>
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<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>

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          <td class="memname">void svm_classification </td>
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        </tr>
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          <td class="paramkey"></td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
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          <td class="paramname"><em>dependent_varname</em>, </td>
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          <td class="paramkey"></td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>kernel_func</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>kernel_params</em>&#160;</td>
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          <td>)</td>
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<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>

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          <td class="memname">void svm_classification </td>
          <td>(</td>
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          <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>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>dependent_varname</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>kernel_func</em>&#160;</td>
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          <td>)</td>
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<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>

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          <td class="memname">void svm_classification </td>
          <td>(</td>
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          <td class="paramname"><em>source_table</em>, </td>
        </tr>
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          <td class="paramkey"></td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>dependent_varname</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>independent_varname</em>&#160;</td>
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          <td>)</td>
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<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>

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          <td class="memname">text svm_classification </td>
          <td>(</td>
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          <td class="paramname"><em>message</em></td><td>)</td>
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<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>

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          <td class="memname">text svm_classification </td>
          <td>(</td>
          <td class="paramname"></td><td>)</td>
          <td></td>
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<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>

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          <td class="memname">void svm_one_class </td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>source_table</em>, </td>
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          <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>
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          <td class="paramkey"></td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>kernel_params</em>, </td>
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          <td class="paramname"><em>grouping_col</em>, </td>
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          <td class="paramname"><em>params</em>, </td>
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<h2 class="memtitle"><span class="permalink"><a href="#a5ce23d32a839eafc7097346dbaa05ee5">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[2/8]</span></h2>

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          <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>
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          <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>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>params</em>&#160;</td>
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<h2 class="memtitle"><span class="permalink"><a href="#adf2b25ab957e0d6f075a8d8db8a1d278">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[3/8]</span></h2>

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          <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>
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<h2 class="memtitle"><span class="permalink"><a href="#ac2507a4fc1e34e85c7865ceb7227c180">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[4/8]</span></h2>

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          <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>
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<h2 class="memtitle"><span class="permalink"><a href="#a2eb45ccfefacf4a16054a6791e1acc5c">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[5/8]</span></h2>

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          <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>
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<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>

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          <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>
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<h2 class="memtitle"><span class="permalink"><a href="#a4f208edc596f2deeb42e5e68bd379e95">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[7/8]</span></h2>

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          <td class="paramname"><em>message</em></td><td>)</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a239b651079546f081bd822dbb7da1f4c">&#9670;&nbsp;</a></span>svm_one_class() <span class="overload">[8/8]</span></h2>

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<h2 class="memtitle"><span class="permalink"><a href="#a0a8bc159d9441835dcebd236a0b236fe">&#9670;&nbsp;</a></span>svm_predict() <span class="overload">[1/3]</span></h2>

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          <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>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>id_col_name</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>output_table</em>&#160;</td>
        </tr>
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          <td></td>
          <td>)</td>
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        </tr>
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<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>

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<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>

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<h2 class="memtitle"><span class="permalink"><a href="#a8626e93e474e17cfe2d209170bd4203f">&#9670;&nbsp;</a></span>svm_predict() <span class="overload">[3/3]</span></h2>

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          <td>(</td>
          <td class="paramname"></td><td>)</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a1bf61091e404ae3eb4a14f034ec96783">&#9670;&nbsp;</a></span>svm_regression() <span class="overload">[1/8]</span></h2>

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          <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>
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<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>

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          <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>
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<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>

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          <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>
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<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>

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          <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>
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<h2 class="memtitle"><span class="permalink"><a href="#af6571d3807af4c2de1074cc8ad354d67">&#9670;&nbsp;</a></span>svm_regression() <span class="overload">[5/8]</span></h2>

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          <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>
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          <td class="paramname"><em>source_table</em>, </td>
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          <td class="paramname"><em>model_table</em>, </td>
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          <td class="paramname"><em>dependent_varname</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>independent_varname</em>&#160;</td>
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          <td>)</td>
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          <td class="memname">text svm_regression </td>
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<h2 class="memtitle"><span class="permalink"><a href="#ad7485d9eed1d59d0a52e9036df7cbd9d">&#9670;&nbsp;</a></span>svm_regression() <span class="overload">[8/8]</span></h2>

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