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Posted to commits@madlib.apache.org by xt...@apache.org on 2016/09/20 18:31:51 UTC
[39/51] [partial] incubator-madlib-site git commit: Update doc for
1.9.1 release
http://git-wip-us.apache.org/repos/asf/incubator-madlib-site/blob/bed9253d/docs/latest/online__sv_8sql__in.html
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+ <span id="projectnumber">1.8</span>
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+ <div id="projectbrief">User Documentation for MADlib</div>
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+<div class="header">
+ <div class="summary">
+<a href="#func-members">Functions</a> </div>
+ <div class="headertitle">
+<div class="title">online_sv.sql_in File Reference</div> </div>
+</div><!--header-->
+<div class="contents">
+
+<p>SQL functions for support vector machines.
+<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:acc2d778a8eb48ab775ff9c1dff4a3141"><td class="memItemLeft" align="right" valign="top">float8 </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#acc2d778a8eb48ab775ff9c1dff4a3141">svm_dot</a> (float8[] x, float8[] y)</td></tr>
+<tr class="memdesc:acc2d778a8eb48ab775ff9c1dff4a3141"><td class="mdescLeft"> </td><td class="mdescRight">Dot product kernel function. <a href="#acc2d778a8eb48ab775ff9c1dff4a3141">More...</a><br /></td></tr>
+<tr class="separator:acc2d778a8eb48ab775ff9c1dff4a3141"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ab53cac5790dafd7230359e08c72af4f1"><td class="memItemLeft" align="right" valign="top">float8 </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#ab53cac5790dafd7230359e08c72af4f1">svm_dot</a> (float8[] x, float8[] y, float8 placeholder)</td></tr>
+<tr class="separator:ab53cac5790dafd7230359e08c72af4f1"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a1ac76fdf9623e0a4db47665f2a80be90"><td class="memItemLeft" align="right" valign="top">float8 </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a1ac76fdf9623e0a4db47665f2a80be90">svm_polynomial</a> (float8[] x, float8[] y, float8 degree)</td></tr>
+<tr class="memdesc:a1ac76fdf9623e0a4db47665f2a80be90"><td class="mdescLeft"> </td><td class="mdescRight">Polynomial kernel function. <a href="#a1ac76fdf9623e0a4db47665f2a80be90">More...</a><br /></td></tr>
+<tr class="separator:a1ac76fdf9623e0a4db47665f2a80be90"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a9f2a96e1a241ecc66386a78b110777d3"><td class="memItemLeft" align="right" valign="top">float8 </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a9f2a96e1a241ecc66386a78b110777d3">svm_gaussian</a> (float8[] x, float8[] y, float8 gamma)</td></tr>
+<tr class="memdesc:a9f2a96e1a241ecc66386a78b110777d3"><td class="mdescLeft"> </td><td class="mdescRight">Gaussian kernel function. <a href="#a9f2a96e1a241ecc66386a78b110777d3">More...</a><br /></td></tr>
+<tr class="separator:a9f2a96e1a241ecc66386a78b110777d3"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a5988c209ceb6d15b9139eef0c16d7b7d"><td class="memItemLeft" align="right" valign="top">float8 </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a5988c209ceb6d15b9139eef0c16d7b7d">svm_predict_sub</a> (int, int, float8[], float8[], float8[], text, float8)</td></tr>
+<tr class="separator:a5988c209ceb6d15b9139eef0c16d7b7d"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:adc8c1c1d5e2deb20f5436790468b052f"><td class="memItemLeft" align="right" valign="top">float8 </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#adc8c1c1d5e2deb20f5436790468b052f">svm_predict</a> (svm_model_rec svs, float8[] ind, text kernel, float8 kernel_param)</td></tr>
+<tr class="separator:adc8c1c1d5e2deb20f5436790468b052f"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a0eb68a44edff3fa53891a6a39de61e57"><td class="memItemLeft" align="right" valign="top">svm_model_rec </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a0eb68a44edff3fa53891a6a39de61e57">svm_reg_update</a> (svm_model_rec svs, float8[] ind, float8 label, text kernel, float8 eta, float8 nu, float8 slambda, float8 kernel_param)</td></tr>
+<tr class="separator:a0eb68a44edff3fa53891a6a39de61e57"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a225bdb74eaa687cef0ddbb35145318fc"><td class="memItemLeft" align="right" valign="top">aggregate svm_model_rec </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a225bdb74eaa687cef0ddbb35145318fc">svm_reg_agg</a> (float8[], float8, text, float8, float8, float8, float8)</td></tr>
+<tr class="separator:a225bdb74eaa687cef0ddbb35145318fc"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a837bd8cfd5f3200e985febf0ff7ec013"><td class="memItemLeft" align="right" valign="top">svm_model_rec </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a837bd8cfd5f3200e985febf0ff7ec013">svm_cls_update</a> (svm_model_rec svs, float8[] ind, float8 label, text kernel, float8 eta, float8 nu, float8 kernel_param)</td></tr>
+<tr class="separator:a837bd8cfd5f3200e985febf0ff7ec013"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a4fd5a4571d959a892ab28dab1fea92f3"><td class="memItemLeft" align="right" valign="top">aggregate svm_model_rec </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a4fd5a4571d959a892ab28dab1fea92f3">svm_cls_agg</a> (float8[], float8, text, float8, float8, float8)</td></tr>
+<tr class="separator:a4fd5a4571d959a892ab28dab1fea92f3"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ae6aef7b5654b6da487d0178adf443ee9"><td class="memItemLeft" align="right" valign="top">svm_model_rec </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#ae6aef7b5654b6da487d0178adf443ee9">svm_nd_update</a> (svm_model_rec svs, float8[] ind, text kernel, float8 eta, float8 nu, float8 kernel_param)</td></tr>
+<tr class="separator:ae6aef7b5654b6da487d0178adf443ee9"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a9e0abf5bf91bd0833bf80b9d9a5ae8bf"><td class="memItemLeft" align="right" valign="top">aggregate svm_model_rec </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a9e0abf5bf91bd0833bf80b9d9a5ae8bf">svm_nd_agg</a> (float8[], text, float8, float8, float8)</td></tr>
+<tr class="separator:a9e0abf5bf91bd0833bf80b9d9a5ae8bf"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ad2cd899daaa2036b475f71c28cc031ae"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#ad2cd899daaa2036b475f71c28cc031ae">svm_store_model</a> (text model_temp_table, text model_name, text model_table)</td></tr>
+<tr class="separator:ad2cd899daaa2036b475f71c28cc031ae"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ab54d33f13c0e00faa358e3e3f17c10fb"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#ab54d33f13c0e00faa358e3e3f17c10fb">svm_drop_model</a> (text model_table)</td></tr>
+<tr class="memdesc:ab54d33f13c0e00faa358e3e3f17c10fb"><td class="mdescLeft"> </td><td class="mdescRight">Drops all tables pertaining to a model. <a href="#ab54d33f13c0e00faa358e3e3f17c10fb">More...</a><br /></td></tr>
+<tr class="separator:ab54d33f13c0e00faa358e3e3f17c10fb"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:acaf1f4aa3eec5710de5c03e368a4b106"><td class="memItemLeft" align="right" valign="top">set< svm_reg_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#acaf1f4aa3eec5710de5c03e368a4b106">svm_regression</a> (text input_table, text model_table, bool parallel, text kernel_func)</td></tr>
+<tr class="memdesc:acaf1f4aa3eec5710de5c03e368a4b106"><td class="mdescLeft"> </td><td class="mdescRight">This is the support vector regression function. <a href="#acaf1f4aa3eec5710de5c03e368a4b106">More...</a><br /></td></tr>
+<tr class="separator:acaf1f4aa3eec5710de5c03e368a4b106"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:adf8476bf068d056924d39092d634579c"><td class="memItemLeft" align="right" valign="top">set< svm_reg_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#adf8476bf068d056924d39092d634579c">svm_regression</a> (text input_table, text model_table, bool parallel, text kernel_func, bool verbose, float8 eta, float8 nu, float8 slambda, float8 kernel_param)</td></tr>
+<tr class="memdesc:adf8476bf068d056924d39092d634579c"><td class="mdescLeft"> </td><td class="mdescRight">This is the support vector regression function. <a href="#adf8476bf068d056924d39092d634579c">More...</a><br /></td></tr>
+<tr class="separator:adf8476bf068d056924d39092d634579c"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ac5cb9c20d6620b155ac872576a056f2a"><td class="memItemLeft" align="right" valign="top">set< svm_reg_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#ac5cb9c20d6620b155ac872576a056f2a">svm_regression</a> (text input_table, text model_table, bool parallel, text kernel_func, bool verbose, float8 eta, float8 nu, float8 slambda)</td></tr>
+<tr class="memdesc:ac5cb9c20d6620b155ac872576a056f2a"><td class="mdescLeft"> </td><td class="mdescRight">This is the support vector regression function. <a href="#ac5cb9c20d6620b155ac872576a056f2a">More...</a><br /></td></tr>
+<tr class="separator:ac5cb9c20d6620b155ac872576a056f2a"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a892d973661d6ba5ffe9285586bd603db"><td class="memItemLeft" align="right" valign="top">set< svm_cls_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a892d973661d6ba5ffe9285586bd603db">svm_classification</a> (text input_table, text model_table, bool parallel, text kernel_func, float8 kernel_param)</td></tr>
+<tr class="memdesc:a892d973661d6ba5ffe9285586bd603db"><td class="mdescLeft"> </td><td class="mdescRight">This is the support vector classification function. <a href="#a892d973661d6ba5ffe9285586bd603db">More...</a><br /></td></tr>
+<tr class="separator:a892d973661d6ba5ffe9285586bd603db"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a20a2c8a905be6e922885e23e9dab0a4c"><td class="memItemLeft" align="right" valign="top">set< svm_cls_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a20a2c8a905be6e922885e23e9dab0a4c">svm_classification</a> (text input_table, text model_table, bool parallel, text kernel_func)</td></tr>
+<tr class="separator:a20a2c8a905be6e922885e23e9dab0a4c"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a52da1e1da56f9eb9998f84af29623644"><td class="memItemLeft" align="right" valign="top">set< svm_cls_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a52da1e1da56f9eb9998f84af29623644">svm_classification</a> (text input_table, text model_table, bool parallel, text kernel_func, bool verbose, float8 eta, float8 nu, float8 kernel_param)</td></tr>
+<tr class="memdesc:a52da1e1da56f9eb9998f84af29623644"><td class="mdescLeft"> </td><td class="mdescRight">This is the support vector classification function. <a href="#a52da1e1da56f9eb9998f84af29623644">More...</a><br /></td></tr>
+<tr class="separator:a52da1e1da56f9eb9998f84af29623644"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ad90b6bf3b807f22d37b0e2b1893262f0"><td class="memItemLeft" align="right" valign="top">set< svm_cls_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#ad90b6bf3b807f22d37b0e2b1893262f0">svm_classification</a> (text input_table, text model_table, bool parallel, text kernel_func, bool verbose, float8 eta, float8 nu)</td></tr>
+<tr class="separator:ad90b6bf3b807f22d37b0e2b1893262f0"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a3448ea62ab57fe4cf177f5fa6b5db7d3"><td class="memItemLeft" align="right" valign="top">set< svm_nd_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a3448ea62ab57fe4cf177f5fa6b5db7d3">svm_novelty_detection</a> (text input_table, text model_table, bool parallel, text kernel_func)</td></tr>
+<tr class="memdesc:a3448ea62ab57fe4cf177f5fa6b5db7d3"><td class="mdescLeft"> </td><td class="mdescRight">This is the support vector novelty detection function. <a href="#a3448ea62ab57fe4cf177f5fa6b5db7d3">More...</a><br /></td></tr>
+<tr class="separator:a3448ea62ab57fe4cf177f5fa6b5db7d3"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a75b773bcf4b5242c673d0e54128ed159"><td class="memItemLeft" align="right" valign="top">set< svm_nd_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a75b773bcf4b5242c673d0e54128ed159">svm_novelty_detection</a> (text input_table, text model_table, bool parallel, text kernel_func, bool verbose, float8 eta, float8 nu, float8 kernel_param)</td></tr>
+<tr class="memdesc:a75b773bcf4b5242c673d0e54128ed159"><td class="mdescLeft"> </td><td class="mdescRight">This is the support vector novelty detection function. <a href="#a75b773bcf4b5242c673d0e54128ed159">More...</a><br /></td></tr>
+<tr class="separator:a75b773bcf4b5242c673d0e54128ed159"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a5bae5335b51e448cd7fb9cb7a54b0bfa"><td class="memItemLeft" align="right" valign="top">set< svm_nd_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a5bae5335b51e448cd7fb9cb7a54b0bfa">svm_novelty_detection</a> (text input_table, text model_table, bool parallel, text kernel_func, bool verbose, float8 eta, float8 nu)</td></tr>
+<tr class="memdesc:a5bae5335b51e448cd7fb9cb7a54b0bfa"><td class="mdescLeft"> </td><td class="mdescRight">This is the support vector novelty detection function. <a href="#a5bae5335b51e448cd7fb9cb7a54b0bfa">More...</a><br /></td></tr>
+<tr class="separator:a5bae5335b51e448cd7fb9cb7a54b0bfa"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a91ac71354e9dec74e25339bf168c2e5b"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a91ac71354e9dec74e25339bf168c2e5b">svm_predict_batch</a> (text input_table, text data_col, text id_col, text model_table, text output_table, bool parallel)</td></tr>
+<tr class="memdesc:a91ac71354e9dec74e25339bf168c2e5b"><td class="mdescLeft"> </td><td class="mdescRight">Scores the data points stored in a table using a learned support-vector model. <a href="#a91ac71354e9dec74e25339bf168c2e5b">More...</a><br /></td></tr>
+<tr class="separator:a91ac71354e9dec74e25339bf168c2e5b"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a1dc40f2607434e3df8f6fa583676a2a4"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a1dc40f2607434e3df8f6fa583676a2a4">__svm_random_ind</a> (int d)</td></tr>
+<tr class="separator:a1dc40f2607434e3df8f6fa583676a2a4"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:aad5312d437c151842cae525380882755"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#aad5312d437c151842cae525380882755">__svm_random_ind2</a> (int d)</td></tr>
+<tr class="separator:aad5312d437c151842cae525380882755"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:adc9fe3f9b4a04dff13004edbaab8240f"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#adc9fe3f9b4a04dff13004edbaab8240f">svm_generate_reg_data</a> (text output_table, int num, int dim)</td></tr>
+<tr class="separator:adc9fe3f9b4a04dff13004edbaab8240f"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ae861516ef0c8ad4926061297ff2b2f31"><td class="memItemLeft" align="right" valign="top">float8 </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#ae861516ef0c8ad4926061297ff2b2f31">__svm_target_reg_func</a> (float8[] ind)</td></tr>
+<tr class="separator:ae861516ef0c8ad4926061297ff2b2f31"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a1cf6d0632772caf6643212a4698d2507"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a1cf6d0632772caf6643212a4698d2507">svm_generate_cls_data</a> (text output_table, int num, int dim)</td></tr>
+<tr class="separator:a1cf6d0632772caf6643212a4698d2507"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ae328001913d6a57598df43e93f18898a"><td class="memItemLeft" align="right" valign="top">float8 </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#ae328001913d6a57598df43e93f18898a">__svm_target_cl_func</a> (float8[] ind)</td></tr>
+<tr class="separator:ae328001913d6a57598df43e93f18898a"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a8be25cfa6134cc12bbc6d31c04712c23"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a8be25cfa6134cc12bbc6d31c04712c23">svm_generate_nd_data</a> (text output_table, int num, int dim)</td></tr>
+<tr class="separator:a8be25cfa6134cc12bbc6d31c04712c23"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a78bb07d8f4aee80c3bbc8e8176e512be"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="online__sv_8sql__in.html#a78bb07d8f4aee80c3bbc8e8176e512be">svm_data_normalization</a> (text input_table)</td></tr>
+<tr class="memdesc:a78bb07d8f4aee80c3bbc8e8176e512be"><td class="mdescLeft"> </td><td class="mdescRight">Normalizes the data stored in a table, and save the normalized data in a new table. <a href="#a78bb07d8f4aee80c3bbc8e8176e512be">More...</a><br /></td></tr>
+<tr class="separator:a78bb07d8f4aee80c3bbc8e8176e512be"><td class="memSeparator" colspan="2"> </td></tr>
+</table>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
+<div class="textblock"><dl class="section see"><dt>See also</dt><dd>For an introduction to Support vector machines (SVMs) and related kernel methods, see the module description <a class="el" href="group__grp__kernmach.html">Support Vector Machines</a>. </dd></dl>
+</div><h2 class="groupheader">Function Documentation</h2>
+<a class="anchor" id="a1dc40f2607434e3df8f6fa583676a2a4"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 [] __svm_random_ind </td>
+ <td>(</td>
+ <td class="paramtype">int </td>
+ <td class="paramname"><em>d</em></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="aad5312d437c151842cae525380882755"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 [] __svm_random_ind2 </td>
+ <td>(</td>
+ <td class="paramtype">int </td>
+ <td class="paramname"><em>d</em></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="ae328001913d6a57598df43e93f18898a"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 __svm_target_cl_func </td>
+ <td>(</td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>ind</em></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="ae861516ef0c8ad4926061297ff2b2f31"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 __svm_target_reg_func </td>
+ <td>(</td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>ind</em></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="a892d973661d6ba5ffe9285586bd603db"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">set<svm_cls_result> svm_classification </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>parallel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel_func</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>kernel_param</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
+ <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model </td></tr>
+ <tr><td class="paramname">parallel</td><td>A flag indicating whether the system should learn multiple models in parallel </td></tr>
+ <tr><td class="paramname">kernel_func</td><td>Kernel function </td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="a20a2c8a905be6e922885e23e9dab0a4c"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">set<svm_cls_result> svm_classification </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>parallel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel_func</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="a52da1e1da56f9eb9998f84af29623644"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">set<svm_cls_result> svm_classification </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>parallel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel_func</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>verbose</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>eta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>nu</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>kernel_param</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
+ <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model </td></tr>
+ <tr><td class="paramname">parallel</td><td>A flag indicating whether the system should learn multiple models in parallel </td></tr>
+ <tr><td class="paramname">kernel_func</td><td>Kernel function </td></tr>
+ <tr><td class="paramname">verbose</td><td>Verbosity of reporting </td></tr>
+ <tr><td class="paramname">eta</td><td>Learning rate in (0,1] </td></tr>
+ <tr><td class="paramname">nu</td><td>Compression parameter in (0,1] associated with the fraction of training data that will become support vectors </td></tr>
+ <tr><td class="paramname">kernel_param</td><td>Default parameter for kernel function </td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="ad90b6bf3b807f22d37b0e2b1893262f0"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">set<svm_cls_result> svm_classification </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>parallel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel_func</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>verbose</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>eta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>nu</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="a4fd5a4571d959a892ab28dab1fea92f3"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">aggregate svm_model_rec svm_cls_agg </td>
+ <td>(</td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">[], </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="a837bd8cfd5f3200e985febf0ff7ec013"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">svm_model_rec svm_cls_update </td>
+ <td>(</td>
+ <td class="paramtype">svm_model_rec </td>
+ <td class="paramname"><em>svs</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>ind</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>label</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>eta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>nu</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>kernel_param</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="a78bb07d8f4aee80c3bbc8e8176e512be"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void svm_data_normalization </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em></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">input_table</td><td>Name of table/view containing the data points to be scored </td></tr>
+ </table>
+ </dd>
+</dl>
+
+</div>
+</div>
+<a class="anchor" id="acc2d778a8eb48ab775ff9c1dff4a3141"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 svm_dot </td>
+ <td>(</td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>x</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>y</em> </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">x</td><td>The data point <img class="formulaInl" alt="$ \boldsymbol x $" src="form_58.png"/> </td></tr>
+ <tr><td class="paramname">y</td><td>The data point <img class="formulaInl" alt="$ \boldsymbol y $" src="form_556.png"/> </td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>Returns dot product of the two data points. </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="ab53cac5790dafd7230359e08c72af4f1"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 svm_dot </td>
+ <td>(</td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>x</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>y</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>placeholder</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="ab54d33f13c0e00faa358e3e3f17c10fb"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void svm_drop_model </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em></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>The table to be dropped. </td></tr>
+ </table>
+ </dd>
+</dl>
+
+</div>
+</div>
+<a class="anchor" id="a9f2a96e1a241ecc66386a78b110777d3"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 svm_gaussian </td>
+ <td>(</td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>x</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>y</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>gamma</em> </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">x</td><td>The data point <img class="formulaInl" alt="$ \boldsymbol x $" src="form_58.png"/> </td></tr>
+ <tr><td class="paramname">y</td><td>The data point <img class="formulaInl" alt="$ \boldsymbol y $" src="form_556.png"/> </td></tr>
+ <tr><td class="paramname">gamma</td><td>The spread <img class="formulaInl" alt="$ \gamma $" src="form_272.png"/> </td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>Returns <img class="formulaInl" alt="$ K(\boldsymbol x,\boldsymbol y)=exp(-\gamma || \boldsymbol x \cdot \boldsymbol y ||^2 ) $" src="form_558.png"/> </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="a1cf6d0632772caf6643212a4698d2507"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void svm_generate_cls_data </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>output_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">int </td>
+ <td class="paramname"><em>num</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">int </td>
+ <td class="paramname"><em>dim</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="a8be25cfa6134cc12bbc6d31c04712c23"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void svm_generate_nd_data </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>output_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">int </td>
+ <td class="paramname"><em>num</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">int </td>
+ <td class="paramname"><em>dim</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="adc9fe3f9b4a04dff13004edbaab8240f"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void svm_generate_reg_data </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>output_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">int </td>
+ <td class="paramname"><em>num</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">int </td>
+ <td class="paramname"><em>dim</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="a9e0abf5bf91bd0833bf80b9d9a5ae8bf"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">aggregate svm_model_rec svm_nd_agg </td>
+ <td>(</td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">[], </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="ae6aef7b5654b6da487d0178adf443ee9"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">svm_model_rec svm_nd_update </td>
+ <td>(</td>
+ <td class="paramtype">svm_model_rec </td>
+ <td class="paramname"><em>svs</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>ind</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>eta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>nu</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>kernel_param</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="a3448ea62ab57fe4cf177f5fa6b5db7d3"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">set<svm_nd_result> svm_novelty_detection </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>parallel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel_func</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
+ <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model </td></tr>
+ <tr><td class="paramname">parallel</td><td>A flag indicating whether the system should learn multiple models in parallel </td></tr>
+ <tr><td class="paramname">kernel_func</td><td>Kernel function </td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="a75b773bcf4b5242c673d0e54128ed159"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">set<svm_nd_result> svm_novelty_detection </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>parallel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel_func</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>verbose</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>eta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>nu</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>kernel_param</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
+ <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model </td></tr>
+ <tr><td class="paramname">parallel</td><td>A flag indicating whether the system should learn multiple models in parallel </td></tr>
+ <tr><td class="paramname">kernel_func</td><td>Kernel function </td></tr>
+ <tr><td class="paramname">verbose</td><td>Verbosity of reporting </td></tr>
+ <tr><td class="paramname">eta</td><td>Learning rate in (0,1] </td></tr>
+ <tr><td class="paramname">nu</td><td>Compression parameter in (0,1] associated with the fraction of training data that will become support vectors </td></tr>
+ <tr><td class="paramname">kernel_param</td><td>Default parameter for kernel function </td></tr>
+ <tr><td class="paramname">kernel_param</td><td></td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="a5bae5335b51e448cd7fb9cb7a54b0bfa"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">set<svm_nd_result> svm_novelty_detection </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>parallel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel_func</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>verbose</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>eta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>nu</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
+ <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model </td></tr>
+ <tr><td class="paramname">parallel</td><td>A flag indicating whether the system should learn multiple models in parallel </td></tr>
+ <tr><td class="paramname">kernel_func</td><td>Kernel function </td></tr>
+ <tr><td class="paramname">verbose</td><td>Verbosity of reporting </td></tr>
+ <tr><td class="paramname">eta</td><td>Learning rate in (0,1] </td></tr>
+ <tr><td class="paramname">nu</td><td>Compression parameter in (0,1] associated with the fraction of training data that will become support vectors </td></tr>
+ <tr><td class="paramname">kernel_param</td><td>Default parameter for kernel function </td></tr>
+ <tr><td class="paramname">kernel_param</td><td></td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="a1ac76fdf9623e0a4db47665f2a80be90"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 svm_polynomial </td>
+ <td>(</td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>x</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>y</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>degree</em> </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">x</td><td>The data point <img class="formulaInl" alt="$ \boldsymbol x $" src="form_58.png"/> </td></tr>
+ <tr><td class="paramname">y</td><td>The data point <img class="formulaInl" alt="$ \boldsymbol y $" src="form_556.png"/> </td></tr>
+ <tr><td class="paramname">degree</td><td>The degree <img class="formulaInl" alt="$ d $" src="form_468.png"/> </td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>Returns <img class="formulaInl" alt="$ K(\boldsymbol x,\boldsymbol y)=(\boldsymbol x \cdot \boldsymbol y)^d $" src="form_557.png"/> </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="adc8c1c1d5e2deb20f5436790468b052f"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 svm_predict </td>
+ <td>(</td>
+ <td class="paramtype">svm_model_rec </td>
+ <td class="paramname"><em>svs</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>ind</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>kernel_param</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="a91ac71354e9dec74e25339bf168c2e5b"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">text svm_predict_batch </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>data_col</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>id_col</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>output_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>parallel</em> </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">input_table</td><td>Name of table/view containing the data points to be scored </td></tr>
+ <tr><td class="paramname">data_col</td><td>Name of column in input_table containing the data points </td></tr>
+ <tr><td class="paramname">id_col</td><td>Name of column in input_table containing the integer identifier of data points </td></tr>
+ <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">output_table</td><td>Name of table to store the results </td></tr>
+ <tr><td class="paramname">parallel</td><td>A flag indicating whether the model to be used was learned in parallel </td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>Textual summary of the algorithm run </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="a5988c209ceb6d15b9139eef0c16d7b7d"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 svm_predict_sub </td>
+ <td>(</td>
+ <td class="paramtype">int </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">int </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">[], </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">[], </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">[], </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="a225bdb74eaa687cef0ddbb35145318fc"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">aggregate svm_model_rec svm_reg_agg </td>
+ <td>(</td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">[], </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="a0eb68a44edff3fa53891a6a39de61e57"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">svm_model_rec svm_reg_update </td>
+ <td>(</td>
+ <td class="paramtype">svm_model_rec </td>
+ <td class="paramname"><em>svs</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>ind</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>label</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>eta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>nu</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>slambda</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>kernel_param</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a class="anchor" id="acaf1f4aa3eec5710de5c03e368a4b106"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">set<svm_reg_result> svm_regression </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>parallel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel_func</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
+ <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model </td></tr>
+ <tr><td class="paramname">parallel</td><td>A flag indicating whether the system should learn multiple models in parallel </td></tr>
+ <tr><td class="paramname">kernel_func</td><td>Kernel function </td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="adf8476bf068d056924d39092d634579c"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">set<svm_reg_result> svm_regression </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>parallel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel_func</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>verbose</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>eta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>nu</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>slambda</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>kernel_param</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
+ <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model </td></tr>
+ <tr><td class="paramname">parallel</td><td>A flag indicating whether the system should learn multiple models in parallel </td></tr>
+ <tr><td class="paramname">kernel_func</td><td>Kernel function </td></tr>
+ <tr><td class="paramname">verbose</td><td>Verbosity of reporting </td></tr>
+ <tr><td class="paramname">eta</td><td>Learning rate in (0,1] </td></tr>
+ <tr><td class="paramname">nu</td><td>Compression parameter in (0,1] associated with the fraction of training data that will become support vectors </td></tr>
+ <tr><td class="paramname">slambda</td><td>Regularisation parameter </td></tr>
+ <tr><td class="paramname">kernel_param</td><td>Default parameter for kernel function </td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="ac5cb9c20d6620b155ac872576a056f2a"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">set<svm_reg_result> svm_regression </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>parallel</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>kernel_func</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>verbose</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>eta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>nu</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>slambda</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
+ <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model </td></tr>
+ <tr><td class="paramname">parallel</td><td>A flag indicating whether the system should learn multiple models in parallel </td></tr>
+ <tr><td class="paramname">kernel_func</td><td>Kernel function </td></tr>
+ <tr><td class="paramname">verbose</td><td>Verbosity of reporting </td></tr>
+ <tr><td class="paramname">eta</td><td>Learning rate in (0,1] </td></tr>
+ <tr><td class="paramname">nu</td><td>Compression parameter in (0,1] associated with the fraction of training data that will become support vectors </td></tr>
+ <tr><td class="paramname">slambda</td><td>Regularisation parameter </td></tr>
+ <tr><td class="paramname">kernel_param</td><td>Default parameter for kernel function </td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
+
+</div>
+</div>
+<a class="anchor" id="ad2cd899daaa2036b475f71c28cc031ae"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void svm_store_model </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_temp_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_name</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</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_704eb8350b43e1ca74c0f90ed1ba450e.html">methods</a></li><li class="navelem"><a class="el" href="dir_883e487a38cc988e0c441456a570d389.html">kernel_machines</a></li><li class="navelem"><a class="el" href="dir_085c2d6b775d67156938ac94f000f710.html">src</a></li><li class="navelem"><a class="el" href="dir_757021f59fa4b40e61a20490993d949a.html">pg_gp</a></li><li class="navelem"><a class="el" href="online__sv_8sql__in.html">online_sv.sql_in</a></li>
+ <li class="footer">Generated on Fri Apr 8 2016 15:57:29 for MADlib by
+ <a href="http://www.doxygen.org/index.html">
+ <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.10 </li>
+ </ul>
+</div>
+</body>
+</html>
http://git-wip-us.apache.org/repos/asf/incubator-madlib-site/blob/bed9253d/docs/latest/ordinal_8sql__in.html
----------------------------------------------------------------------
diff --git a/docs/latest/ordinal_8sql__in.html b/docs/latest/ordinal_8sql__in.html
index 242c6c2..d422ed4 100644
--- a/docs/latest/ordinal_8sql__in.html
+++ b/docs/latest/ordinal_8sql__in.html
@@ -47,7 +47,7 @@
<td id="projectlogo"><a href="http://madlib.net"><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">1.9</span>
+ <span id="projectnumber">1.9.1</span>
</div>
<div id="projectbrief">User Documentation for MADlib</div>
</td>
@@ -220,7 +220,7 @@ Functions</h2></td></tr>
<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_e502304d8bc7f1ef2456a474c6d92acd.html">glm</a></li><li class="navelem"><a class="el" href="ordinal_8sql__in.html">ordinal.sql_in</a></li>
- <li class="footer">Generated on Thu Apr 7 2016 14:24:10 for MADlib by
+ <li class="footer">Generated on Tue Sep 20 2016 11:27:01 for MADlib by
<a href="http://www.doxygen.org/index.html">
<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.10 </li>
</ul>
http://git-wip-us.apache.org/repos/asf/incubator-madlib-site/blob/bed9253d/docs/latest/path_8sql__in.html
----------------------------------------------------------------------
diff --git a/docs/latest/path_8sql__in.html b/docs/latest/path_8sql__in.html
index e80d695..0608f9d 100644
--- a/docs/latest/path_8sql__in.html
+++ b/docs/latest/path_8sql__in.html
@@ -47,7 +47,7 @@
<td id="projectlogo"><a href="http://madlib.net"><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">1.9</span>
+ <span id="projectnumber">1.9.1</span>
</div>
<div id="projectbrief">User Documentation for MADlib</div>
</td>
@@ -117,6 +117,10 @@ $(document).ready(function(){initNavTree('path_8sql__in.html','');});
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
Functions</h2></td></tr>
+<tr class="memitem:a841bef9d28833c6ecac9c3f957558c2f"><td class="memItemLeft" align="right" valign="top">path_match_result </td><td class="memItemRight" valign="bottom"><a class="el" href="path_8sql__in.html#a841bef9d28833c6ecac9c3f957558c2f">path_pattern_match</a> (text symbols, text pattern, float8[] row_id, boolean overlapping_patterns)</td></tr>
+<tr class="separator:a841bef9d28833c6ecac9c3f957558c2f"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a8de69ef8c9e00f5e27d4de16ad2f157a"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="path_8sql__in.html#a8de69ef8c9e00f5e27d4de16ad2f157a">path</a> (varchar source_table, varchar output_table, varchar partition_expr, varchar order_expr, varchar symbol_expr, varchar pattern_expr, varchar agg_func, boolean persist_rows, boolean overlapping_patterns)</td></tr>
+<tr class="separator:a8de69ef8c9e00f5e27d4de16ad2f157a"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:adb47d7f926d4800bd443d041fb42c3d0"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="path_8sql__in.html#adb47d7f926d4800bd443d041fb42c3d0">path</a> (varchar source_table, varchar output_table, varchar partition_expr, varchar order_expr, varchar symbol_expr, varchar pattern_expr, varchar agg_func, boolean persist_rows)</td></tr>
<tr class="separator:adb47d7f926d4800bd443d041fb42c3d0"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a2b676d9c8c02a98522cc8e0fee5a899d"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="path_8sql__in.html#a2b676d9c8c02a98522cc8e0fee5a899d">path</a> (varchar source_table, varchar output_table, varchar partition_expr, varchar order_expr, varchar symbol_expr, varchar pattern_expr, varchar agg_func)</td></tr>
@@ -134,6 +138,74 @@ Functions</h2></td></tr>
<p>Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.</p>
<dl class="section date"><dt>Date</dt><dd>Sep 2015 </dd></dl>
</div><h2 class="groupheader">Function Documentation</h2>
+<a class="anchor" id="a8de69ef8c9e00f5e27d4de16ad2f157a"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">text path </td>
+ <td>(</td>
+ <td class="paramtype">varchar </td>
+ <td class="paramname"><em>source_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">varchar </td>
+ <td class="paramname"><em>output_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">varchar </td>
+ <td class="paramname"><em>partition_expr</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">varchar </td>
+ <td class="paramname"><em>order_expr</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">varchar </td>
+ <td class="paramname"><em>symbol_expr</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">varchar </td>
+ <td class="paramname"><em>pattern_expr</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">varchar </td>
+ <td class="paramname"><em>agg_func</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">boolean </td>
+ <td class="paramname"><em>persist_rows</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">boolean </td>
+ <td class="paramname"><em>overlapping_patterns</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
<a class="anchor" id="adb47d7f926d4800bd443d041fb42c3d0"></a>
<div class="memitem">
<div class="memproto">
@@ -333,13 +405,51 @@ Functions</h2></td></tr>
</div>
</div>
+<a class="anchor" id="a841bef9d28833c6ecac9c3f957558c2f"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">path_match_result path_pattern_match </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>symbols</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>pattern</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8[] </td>
+ <td class="paramname"><em>row_id</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">boolean </td>
+ <td class="paramname"><em>overlapping_patterns</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</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_8d53e1c0026e7e34b4cd68f8b91426d6.html">utilities</a></li><li class="navelem"><a class="el" href="path_8sql__in.html">path.sql_in</a></li>
- <li class="footer">Generated on Thu Apr 7 2016 14:24:10 for MADlib by
+ <li class="footer">Generated on Tue Sep 20 2016 11:27:01 for MADlib by
<a href="http://www.doxygen.org/index.html">
<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.10 </li>
</ul>
http://git-wip-us.apache.org/repos/asf/incubator-madlib-site/blob/bed9253d/docs/latest/pca_8sql__in.html
----------------------------------------------------------------------
diff --git a/docs/latest/pca_8sql__in.html b/docs/latest/pca_8sql__in.html
index cac7ccf..3f2e03c 100644
--- a/docs/latest/pca_8sql__in.html
+++ b/docs/latest/pca_8sql__in.html
@@ -47,7 +47,7 @@
<td id="projectlogo"><a href="http://madlib.net"><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">1.9</span>
+ <span id="projectnumber">1.9.1</span>
</div>
<div id="projectbrief">User Documentation for MADlib</div>
</td>
@@ -1641,7 +1641,7 @@ Functions</h2></td></tr>
<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_9db0190ed89ab407304aec250d1ef64f.html">pca</a></li><li class="navelem"><a class="el" href="pca_8sql__in.html">pca.sql_in</a></li>
- <li class="footer">Generated on Thu Apr 7 2016 14:24:10 for MADlib by
+ <li class="footer">Generated on Tue Sep 20 2016 11:27:01 for MADlib by
<a href="http://www.doxygen.org/index.html">
<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.10 </li>
</ul>
http://git-wip-us.apache.org/repos/asf/incubator-madlib-site/blob/bed9253d/docs/latest/pca__project_8sql__in.html
----------------------------------------------------------------------
diff --git a/docs/latest/pca__project_8sql__in.html b/docs/latest/pca__project_8sql__in.html
index 0baf07b..c07f866 100644
--- a/docs/latest/pca__project_8sql__in.html
+++ b/docs/latest/pca__project_8sql__in.html
@@ -47,7 +47,7 @@
<td id="projectlogo"><a href="http://madlib.net"><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">1.9</span>
+ <span id="projectnumber">1.9.1</span>
</div>
<div id="projectbrief">User Documentation for MADlib</div>
</td>
@@ -545,7 +545,7 @@ Functions</h2></td></tr>
<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_9db0190ed89ab407304aec250d1ef64f.html">pca</a></li><li class="navelem"><a class="el" href="pca__project_8sql__in.html">pca_project.sql_in</a></li>
- <li class="footer">Generated on Thu Apr 7 2016 14:24:10 for MADlib by
+ <li class="footer">Generated on Tue Sep 20 2016 11:27:01 for MADlib by
<a href="http://www.doxygen.org/index.html">
<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.10 </li>
</ul>