Acasă Explorează Ajutor
Autentificare
ARM-software
/
CMSIS_5
oglindă de https://github-proxy.rt-thread.io/ARM-software/CMSIS_5.git
2
0
Bifurcare 0
Fisiere Probleme 0 Wiki
Arbore: 5.7.0
Ramuri Etichete
CMSIS_5
/
docs
/
DSP
/
html
/
group__groupSVM.html

group__groupSVM.html 37 KB
Permalink Istoric Crud

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649 
  1. <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
    2. 

  2. <html xmlns="http://www.w3.org/1999/xhtml">
    3. 

  3. <head>
    4. 

  4. <meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
    5. 

  5. <meta http-equiv="X-UA-Compatible" content="IE=9"/>
    6. 

  6. <title>SVM Functions</title>
    7. 

  7. <title>CMSIS-DSP: SVM Functions</title>
    8. 

  8. <link href="tabs.css" rel="stylesheet" type="text/css"/>
    9. 

  9. <link href="cmsis.css" rel="stylesheet" type="text/css" />
    10. 

  10. <script type="text/javascript" src="jquery.js"></script>
    11. 

  11. <script type="text/javascript" src="dynsections.js"></script>
    12. 

  12. <script type="text/javascript" src="printComponentTabs.js"></script>
    13. 

  13. <link href="navtree.css" rel="stylesheet" type="text/css"/>
    14. 

  14. <script type="text/javascript" src="resize.js"></script>
    15. 

  15. <script type="text/javascript" src="navtree.js"></script>
    16. 

  16. <script type="text/javascript">
    17. 

  17.   $(document).ready(initResizable);
    18. 

  18.   $(window).load(resizeHeight);
    19. 

  19. </script>
    20. 

  20. <link href="search/search.css" rel="stylesheet" type="text/css"/>
    21. 

  21. <script type="text/javascript" src="search/search.js"></script>
    22. 

  22. <script type="text/javascript">
    23. 

  23.   $(document).ready(function() { searchBox.OnSelectItem(0); });
    24. 

  24. </script>
    25. 

  25. </head>
    26. 

  26. <body>
    27. 

  27. <div id="top"><!-- do not remove this div, it is closed by doxygen! -->
    28. 

  28. <div id="titlearea">
    29. 

  29. <table cellspacing="0" cellpadding="0">
    30. 

  30.  <tbody>
    31. 

  31.  <tr style="height: 46px;">
    32. 

  32.   <td id="projectlogo"><img alt="Logo" src="CMSIS_Logo_Final.png"/></td>
    33. 

  33.   <td style="padding-left: 0.5em;">
    34. 

  34.    <div id="projectname">CMSIS-DSP
    35. 

  35.    &#160;<span id="projectnumber">Version 1.8.0</span>
    36. 

  36.    </div>
    37. 

  37.    <div id="projectbrief">CMSIS DSP Software Library</div>
    38. 

  38.   </td>
    39. 

  39.  </tr>
    40. 

  40.  </tbody>
    41. 

  41. </table>
    42. 

  42. </div>
    43. 

  43. <!-- end header part -->
    44. 

  44. <div id="CMSISnav" class="tabs1">
    45. 

  45.     <ul class="tablist">
    46. 

  46.       <script type="text/javascript">
    47. 

  47. 		<!--
    48. 

  48. 		writeComponentTabs.call(this);
    49. 

  49. 		//-->
    50. 

  50.       </script>
    51. 

  51. 	  </ul>
    52. 

  52. </div>
    53. 

  53. <!-- Generated by Doxygen 1.8.6 -->
    54. 

  54. <script type="text/javascript">
    55. 

  55. var searchBox = new SearchBox("searchBox", "search",false,'Search');
    56. 

  56. </script>
    57. 

  57.   <div id="navrow1" class="tabs">
    58. 

  58.     <ul class="tablist">
    59. 

  59.       <li><a href="index.html"><span>Main&#160;Page</span></a></li>
    60. 

  60.       <li><a href="pages.html"><span>Usage&#160;and&#160;Description</span></a></li>
    61. 

  61.       <li><a href="modules.html"><span>Reference</span></a></li>
    62. 

  62.       <li>
    63. 

  63.         <div id="MSearchBox" class="MSearchBoxInactive">
    64. 

  64.         <span class="left">
    65. 

  65.           <img id="MSearchSelect" src="search/mag_sel.png"
    66. 

  66.                onmouseover="return searchBox.OnSearchSelectShow()"
    67. 

  67.                onmouseout="return searchBox.OnSearchSelectHide()"
    68. 

  68.                alt=""/>
    69. 

  69.           <input type="text" id="MSearchField" value="Search" accesskey="S"
    70. 

  70.                onfocus="searchBox.OnSearchFieldFocus(true)" 
    71. 

  71.                onblur="searchBox.OnSearchFieldFocus(false)" 
    72. 

  72.                onkeyup="searchBox.OnSearchFieldChange(event)"/>
    73. 

  73.           </span><span class="right">
    74. 

  74.             <a id="MSearchClose" href="javascript:searchBox.CloseResultsWindow()"><img id="MSearchCloseImg" border="0" src="search/close.png" alt=""/></a>
    75. 

  75.           </span>
    76. 

  76.         </div>
    77. 

  77.       </li>
    78. 

  78.     </ul>
    79. 

  79.   </div>
    80. 

  80. </div><!-- top -->
    81. 

  81. <div id="side-nav" class="ui-resizable side-nav-resizable">
    82. 

  82.   <div id="nav-tree">
    83. 

  83.     <div id="nav-tree-contents">
    84. 

  84.       <div id="nav-sync" class="sync"></div>
    85. 

  85.     </div>
    86. 

  86.   </div>
    87. 

  87.   <div id="splitbar" style="-moz-user-select:none;" 
    88. 

  88.        class="ui-resizable-handle">
    89. 

  89.   </div>
    90. 

  90. </div>
    91. 

  91. <script type="text/javascript">
    92. 

  92. $(document).ready(function(){initNavTree('group__groupSVM.html','');});
    93. 

  93. </script>
    94. 

  94. <div id="doc-content">
    95. 

  95. <!-- window showing the filter options -->
    96. 

  96. <div id="MSearchSelectWindow"
    97. 

  97.      onmouseover="return searchBox.OnSearchSelectShow()"
    98. 

  98.      onmouseout="return searchBox.OnSearchSelectHide()"
    99. 

  99.      onkeydown="return searchBox.OnSearchSelectKey(event)">
    100. 

  100. <a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(0)"><span class="SelectionMark">&#160;</span>All</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(1)"><span class="SelectionMark">&#160;</span>Data Structures</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(2)"><span class="SelectionMark">&#160;</span>Namespaces</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(3)"><span class="SelectionMark">&#160;</span>Files</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(4)"><span class="SelectionMark">&#160;</span>Functions</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(5)"><span class="SelectionMark">&#160;</span>Variables</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(6)"><span class="SelectionMark">&#160;</span>Typedefs</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(7)"><span class="SelectionMark">&#160;</span>Enumerations</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(8)"><span class="SelectionMark">&#160;</span>Enumerator</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(9)"><span class="SelectionMark">&#160;</span>Macros</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(10)"><span class="SelectionMark">&#160;</span>Groups</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(11)"><span class="SelectionMark">&#160;</span>Pages</a></div>
    101. 

  101. 

  102. <!-- iframe showing the search results (closed by default) -->
    103. 

  103. <div id="MSearchResultsWindow">
    104. 

  104. <iframe src="javascript:void(0)" frameborder="0" 
    105. 

  105.         name="MSearchResults" id="MSearchResults">
    106. 

  106. </iframe>
    107. 

  107. </div>
    108. 

  108. 

  109. <div class="header">
    110. 

  110.   <div class="summary">
    111. 

  111. <a href="#func-members">Functions</a>  </div>
    112. 

  112.   <div class="headertitle">
    113. 

  113. <div class="title">SVM Functions</div>  </div>
    114. 

  114. </div><!--header-->
    115. 

  115. <div class="contents">
    116. 

  116. <table class="memberdecls">
    117. 

  117. <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
    118. 

  118. Functions</h2></td></tr>
    119. 

  119. <tr class="memitem:ga25b5fd8b0e0dc95bd31cdd287e30d2cf"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__groupSVM.html#ga25b5fd8b0e0dc95bd31cdd287e30d2cf">arm_svm_linear_init_f32</a> (<a class="el" href="structarm__svm__linear__instance__f32.html">arm_svm_linear_instance_f32</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, uint32_t nbOfSupportVectors, uint32_t vectorDimension, <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> intercept, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *<a class="el" href="arm__svm__example__f32_8c.html#a6bee216b9b7e7b8d18687cd692e26a8a">dualCoefficients</a>, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *<a class="el" href="arm__svm__example__f32_8c.html#ac636d66272348052cde1083e5a0c3c60">supportVectors</a>, const int32_t *<a class="el" href="arm__svm__example__f32_8c.html#ae76f66a144055c576e6895e411417b63">classes</a>)</td></tr>
    120. 

  120. <tr class="memdesc:ga25b5fd8b0e0dc95bd31cdd287e30d2cf"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM linear instance init function.  <a href="#ga25b5fd8b0e0dc95bd31cdd287e30d2cf">More...</a><br/></td></tr>
    121. 

  121. <tr class="separator:ga25b5fd8b0e0dc95bd31cdd287e30d2cf"><td class="memSeparator" colspan="2">&#160;</td></tr>
    122. 

  122. <tr class="memitem:gae6a74ebedc47b59915c308fa88fe339b"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__groupSVM.html#gae6a74ebedc47b59915c308fa88fe339b">arm_svm_linear_predict_f32</a> (const <a class="el" href="structarm__svm__linear__instance__f32.html">arm_svm_linear_instance_f32</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *in, int32_t *pResult)</td></tr>
    123. 

  123. <tr class="memdesc:gae6a74ebedc47b59915c308fa88fe339b"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM linear prediction.  <a href="#gae6a74ebedc47b59915c308fa88fe339b">More...</a><br/></td></tr>
    124. 

  124. <tr class="separator:gae6a74ebedc47b59915c308fa88fe339b"><td class="memSeparator" colspan="2">&#160;</td></tr>
    125. 

  125. <tr class="memitem:gad004464aae8fdecfc985a02a0de6b0af"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__groupSVM.html#gad004464aae8fdecfc985a02a0de6b0af">arm_svm_polynomial_init_f32</a> (<a class="el" href="structarm__svm__polynomial__instance__f32.html">arm_svm_polynomial_instance_f32</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, uint32_t nbOfSupportVectors, uint32_t vectorDimension, <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> intercept, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *<a class="el" href="arm__svm__example__f32_8c.html#a6bee216b9b7e7b8d18687cd692e26a8a">dualCoefficients</a>, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *<a class="el" href="arm__svm__example__f32_8c.html#ac636d66272348052cde1083e5a0c3c60">supportVectors</a>, const int32_t *<a class="el" href="arm__svm__example__f32_8c.html#ae76f66a144055c576e6895e411417b63">classes</a>, int32_t degree, <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> coef0, <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> gamma)</td></tr>
    126. 

  126. <tr class="memdesc:gad004464aae8fdecfc985a02a0de6b0af"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM polynomial instance init function.  <a href="#gad004464aae8fdecfc985a02a0de6b0af">More...</a><br/></td></tr>
    127. 

  127. <tr class="separator:gad004464aae8fdecfc985a02a0de6b0af"><td class="memSeparator" colspan="2">&#160;</td></tr>
    128. 

  128. <tr class="memitem:ga5719f32544ecc1b568aaba7f5d237df8"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__groupSVM.html#ga5719f32544ecc1b568aaba7f5d237df8">arm_svm_polynomial_predict_f32</a> (const <a class="el" href="structarm__svm__polynomial__instance__f32.html">arm_svm_polynomial_instance_f32</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *in, int32_t *pResult)</td></tr>
    129. 

  129. <tr class="memdesc:ga5719f32544ecc1b568aaba7f5d237df8"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM polynomial prediction.  <a href="#ga5719f32544ecc1b568aaba7f5d237df8">More...</a><br/></td></tr>
    130. 

  130. <tr class="separator:ga5719f32544ecc1b568aaba7f5d237df8"><td class="memSeparator" colspan="2">&#160;</td></tr>
    131. 

  131. <tr class="memitem:ga1ea7dd56e7f1b57c8fa8fdc35e7c25d4"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__groupSVM.html#ga1ea7dd56e7f1b57c8fa8fdc35e7c25d4">arm_svm_rbf_init_f32</a> (<a class="el" href="structarm__svm__rbf__instance__f32.html">arm_svm_rbf_instance_f32</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, uint32_t nbOfSupportVectors, uint32_t vectorDimension, <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> intercept, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *<a class="el" href="arm__svm__example__f32_8c.html#a6bee216b9b7e7b8d18687cd692e26a8a">dualCoefficients</a>, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *<a class="el" href="arm__svm__example__f32_8c.html#ac636d66272348052cde1083e5a0c3c60">supportVectors</a>, const int32_t *<a class="el" href="arm__svm__example__f32_8c.html#ae76f66a144055c576e6895e411417b63">classes</a>, <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> gamma)</td></tr>
    132. 

  132. <tr class="memdesc:ga1ea7dd56e7f1b57c8fa8fdc35e7c25d4"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM radial basis function instance init function.  <a href="#ga1ea7dd56e7f1b57c8fa8fdc35e7c25d4">More...</a><br/></td></tr>
    133. 

  133. <tr class="separator:ga1ea7dd56e7f1b57c8fa8fdc35e7c25d4"><td class="memSeparator" colspan="2">&#160;</td></tr>
    134. 

  134. <tr class="memitem:gaf49fb51cf4d4d1194145171d9a461e10"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__groupSVM.html#gaf49fb51cf4d4d1194145171d9a461e10">arm_svm_rbf_predict_f32</a> (const <a class="el" href="structarm__svm__rbf__instance__f32.html">arm_svm_rbf_instance_f32</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *in, int32_t *pResult)</td></tr>
    135. 

  135. <tr class="memdesc:gaf49fb51cf4d4d1194145171d9a461e10"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM rbf prediction.  <a href="#gaf49fb51cf4d4d1194145171d9a461e10">More...</a><br/></td></tr>
    136. 

  136. <tr class="separator:gaf49fb51cf4d4d1194145171d9a461e10"><td class="memSeparator" colspan="2">&#160;</td></tr>
    137. 

  137. <tr class="memitem:ga1ecc44b7665915ab4e9dff99de9a3b20"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__groupSVM.html#ga1ecc44b7665915ab4e9dff99de9a3b20">arm_svm_sigmoid_init_f32</a> (<a class="el" href="structarm__svm__sigmoid__instance__f32.html">arm_svm_sigmoid_instance_f32</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, uint32_t nbOfSupportVectors, uint32_t vectorDimension, <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> intercept, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *<a class="el" href="arm__svm__example__f32_8c.html#a6bee216b9b7e7b8d18687cd692e26a8a">dualCoefficients</a>, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *<a class="el" href="arm__svm__example__f32_8c.html#ac636d66272348052cde1083e5a0c3c60">supportVectors</a>, const int32_t *<a class="el" href="arm__svm__example__f32_8c.html#ae76f66a144055c576e6895e411417b63">classes</a>, <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> coef0, <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> gamma)</td></tr>
    138. 

  138. <tr class="memdesc:ga1ecc44b7665915ab4e9dff99de9a3b20"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM sigmoid instance init function.  <a href="#ga1ecc44b7665915ab4e9dff99de9a3b20">More...</a><br/></td></tr>
    139. 

  139. <tr class="separator:ga1ecc44b7665915ab4e9dff99de9a3b20"><td class="memSeparator" colspan="2">&#160;</td></tr>
    140. 

  140. <tr class="memitem:ga36896050dfceb0c54e509f8ef918811a"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__groupSVM.html#ga36896050dfceb0c54e509f8ef918811a">arm_svm_sigmoid_predict_f32</a> (const <a class="el" href="structarm__svm__sigmoid__instance__f32.html">arm_svm_sigmoid_instance_f32</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *in, int32_t *pResult)</td></tr>
    141. 

  141. <tr class="memdesc:ga36896050dfceb0c54e509f8ef918811a"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM sigmoid prediction.  <a href="#ga36896050dfceb0c54e509f8ef918811a">More...</a><br/></td></tr>
    142. 

  142. <tr class="separator:ga36896050dfceb0c54e509f8ef918811a"><td class="memSeparator" colspan="2">&#160;</td></tr>
    143. 

  143. </table>
    144. 

  144. <a name="details" id="details"></a><h2 class="groupheader">Description</h2>
    145. 

  145. <p>This set of functions is implementing SVM classification on 2 classes. The training must be done from scikit-learn. The parameters can be easily generated from the scikit-learn object. Some examples are given in DSP/Testing/PatternGeneration/SVM.py</p>
    146. 

  146. <p>If more than 2 classes are needed, the functions in this folder will have to be used, as building blocks, to do multi-class classification.</p>
    147. 

  147. <p>No multi-class classification is provided in this SVM folder. </p>
    148. 

  148. <h2 class="groupheader">Function Documentation</h2>
    149. 

  149. <a class="anchor" id="ga25b5fd8b0e0dc95bd31cdd287e30d2cf"></a>
    150. 

  150. <div class="memitem">
    151. 

  151. <div class="memproto">
    152. 

  152.       <table class="memname">
    153. 

  153.         <tr>
    154. 

  154.           <td class="memname">void arm_svm_linear_init_f32 </td>
    155. 

  155.           <td>(</td>
    156. 

  156.           <td class="paramtype"><a class="el" href="structarm__svm__linear__instance__f32.html">arm_svm_linear_instance_f32</a> *&#160;</td>
    157. 

  157.           <td class="paramname"><em>S</em>, </td>
    158. 

  158.         </tr>
    159. 

  159.         <tr>
    160. 

  160.           <td class="paramkey"></td>
    161. 

  161.           <td></td>
    162. 

  162.           <td class="paramtype">uint32_t&#160;</td>
    163. 

  163.           <td class="paramname"><em>nbOfSupportVectors</em>, </td>
    164. 

  164.         </tr>
    165. 

  165.         <tr>
    166. 

  166.           <td class="paramkey"></td>
    167. 

  167.           <td></td>
    168. 

  168.           <td class="paramtype">uint32_t&#160;</td>
    169. 

  169.           <td class="paramname"><em>vectorDimension</em>, </td>
    170. 

  170.         </tr>
    171. 

  171.         <tr>
    172. 

  172.           <td class="paramkey"></td>
    173. 

  173.           <td></td>
    174. 

  174.           <td class="paramtype"><a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a>&#160;</td>
    175. 

  175.           <td class="paramname"><em>intercept</em>, </td>
    176. 

  176.         </tr>
    177. 

  177.         <tr>
    178. 

  178.           <td class="paramkey"></td>
    179. 

  179.           <td></td>
    180. 

  180.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    181. 

  181.           <td class="paramname"><em>dualCoefficients</em>, </td>
    182. 

  182.         </tr>
    183. 

  183.         <tr>
    184. 

  184.           <td class="paramkey"></td>
    185. 

  185.           <td></td>
    186. 

  186.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    187. 

  187.           <td class="paramname"><em>supportVectors</em>, </td>
    188. 

  188.         </tr>
    189. 

  189.         <tr>
    190. 

  190.           <td class="paramkey"></td>
    191. 

  191.           <td></td>
    192. 

  192.           <td class="paramtype">const int32_t *&#160;</td>
    193. 

  193.           <td class="paramname"><em>classes</em>&#160;</td>
    194. 

  194.         </tr>
    195. 

  195.         <tr>
    196. 

  196.           <td></td>
    197. 

  197.           <td>)</td>
    198. 

  198.           <td></td><td></td>
    199. 

  199.         </tr>
    200. 

  200.       </table>
    201. 

  201. </div><div class="memdoc">
    202. 

  202. <p>Classes are integer used as output of the function (instead of having -1,1 as class values).</p>
    203. 

  203. <dl class="params"><dt>Parameters</dt><dd>
    204. 

  204.   <table class="params">
    205. 

  205.     <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>Parameters for the SVM function </td></tr>
    206. 

  206.     <tr><td class="paramdir">[in]</td><td class="paramname">nbOfSupportVectors</td><td>Number of support vectors </td></tr>
    207. 

  207.     <tr><td class="paramdir">[in]</td><td class="paramname">vectorDimension</td><td>Dimension of vector space </td></tr>
    208. 

  208.     <tr><td class="paramdir">[in]</td><td class="paramname">intercept</td><td>Intercept </td></tr>
    209. 

  209.     <tr><td class="paramdir">[in]</td><td class="paramname">dualCoefficients</td><td>Array of dual coefficients </td></tr>
    210. 

  210.     <tr><td class="paramdir">[in]</td><td class="paramname">supportVectors</td><td>Array of support vectors </td></tr>
    211. 

  211.     <tr><td class="paramdir">[in]</td><td class="paramname">classes</td><td>Array of 2 classes ID </td></tr>
    212. 

  212.   </table>
    213. 

  213.   </dd>
    214. 

  214. </dl>
    215. 

  215. <dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>
    216. 

  216. 

  217. </div>
    218. 

  218. </div>
    219. 

  219. <a class="anchor" id="gae6a74ebedc47b59915c308fa88fe339b"></a>
    220. 

  220. <div class="memitem">
    221. 

  221. <div class="memproto">
    222. 

  222.       <table class="memname">
    223. 

  223.         <tr>
    224. 

  224.           <td class="memname">void arm_svm_linear_predict_f32 </td>
    225. 

  225.           <td>(</td>
    226. 

  226.           <td class="paramtype">const <a class="el" href="structarm__svm__linear__instance__f32.html">arm_svm_linear_instance_f32</a> *&#160;</td>
    227. 

  227.           <td class="paramname"><em>S</em>, </td>
    228. 

  228.         </tr>
    229. 

  229.         <tr>
    230. 

  230.           <td class="paramkey"></td>
    231. 

  231.           <td></td>
    232. 

  232.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    233. 

  233.           <td class="paramname"><em>in</em>, </td>
    234. 

  234.         </tr>
    235. 

  235.         <tr>
    236. 

  236.           <td class="paramkey"></td>
    237. 

  237.           <td></td>
    238. 

  238.           <td class="paramtype">int32_t *&#160;</td>
    239. 

  239.           <td class="paramname"><em>pResult</em>&#160;</td>
    240. 

  240.         </tr>
    241. 

  241.         <tr>
    242. 

  242.           <td></td>
    243. 

  243.           <td>)</td>
    244. 

  244.           <td></td><td></td>
    245. 

  245.         </tr>
    246. 

  246.       </table>
    247. 

  247. </div><div class="memdoc">
    248. 

  248. <dl class="params"><dt>Parameters</dt><dd>
    249. 

  249.   <table class="params">
    250. 

  250.     <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>Pointer to an instance of the linear SVM structure. </td></tr>
    251. 

  251.     <tr><td class="paramdir">[in]</td><td class="paramname">in</td><td>Pointer to input vector </td></tr>
    252. 

  252.     <tr><td class="paramdir">[out]</td><td class="paramname">pResult</td><td>Decision value </td></tr>
    253. 

  253.   </table>
    254. 

  254.   </dd>
    255. 

  255. </dl>
    256. 

  256. <dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>
    257. 

  257. 

  258. </div>
    259. 

  259. </div>
    260. 

  260. <a class="anchor" id="gad004464aae8fdecfc985a02a0de6b0af"></a>
    261. 

  261. <div class="memitem">
    262. 

  262. <div class="memproto">
    263. 

  263.       <table class="memname">
    264. 

  264.         <tr>
    265. 

  265.           <td class="memname">void arm_svm_polynomial_init_f32 </td>
    266. 

  266.           <td>(</td>
    267. 

  267.           <td class="paramtype"><a class="el" href="structarm__svm__polynomial__instance__f32.html">arm_svm_polynomial_instance_f32</a> *&#160;</td>
    268. 

  268.           <td class="paramname"><em>S</em>, </td>
    269. 

  269.         </tr>
    270. 

  270.         <tr>
    271. 

  271.           <td class="paramkey"></td>
    272. 

  272.           <td></td>
    273. 

  273.           <td class="paramtype">uint32_t&#160;</td>
    274. 

  274.           <td class="paramname"><em>nbOfSupportVectors</em>, </td>
    275. 

  275.         </tr>
    276. 

  276.         <tr>
    277. 

  277.           <td class="paramkey"></td>
    278. 

  278.           <td></td>
    279. 

  279.           <td class="paramtype">uint32_t&#160;</td>
    280. 

  280.           <td class="paramname"><em>vectorDimension</em>, </td>
    281. 

  281.         </tr>
    282. 

  282.         <tr>
    283. 

  283.           <td class="paramkey"></td>
    284. 

  284.           <td></td>
    285. 

  285.           <td class="paramtype"><a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a>&#160;</td>
    286. 

  286.           <td class="paramname"><em>intercept</em>, </td>
    287. 

  287.         </tr>
    288. 

  288.         <tr>
    289. 

  289.           <td class="paramkey"></td>
    290. 

  290.           <td></td>
    291. 

  291.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    292. 

  292.           <td class="paramname"><em>dualCoefficients</em>, </td>
    293. 

  293.         </tr>
    294. 

  294.         <tr>
    295. 

  295.           <td class="paramkey"></td>
    296. 

  296.           <td></td>
    297. 

  297.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    298. 

  298.           <td class="paramname"><em>supportVectors</em>, </td>
    299. 

  299.         </tr>
    300. 

  300.         <tr>
    301. 

  301.           <td class="paramkey"></td>
    302. 

  302.           <td></td>
    303. 

  303.           <td class="paramtype">const int32_t *&#160;</td>
    304. 

  304.           <td class="paramname"><em>classes</em>, </td>
    305. 

  305.         </tr>
    306. 

  306.         <tr>
    307. 

  307.           <td class="paramkey"></td>
    308. 

  308.           <td></td>
    309. 

  309.           <td class="paramtype">int32_t&#160;</td>
    310. 

  310.           <td class="paramname"><em>degree</em>, </td>
    311. 

  311.         </tr>
    312. 

  312.         <tr>
    313. 

  313.           <td class="paramkey"></td>
    314. 

  314.           <td></td>
    315. 

  315.           <td class="paramtype"><a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a>&#160;</td>
    316. 

  316.           <td class="paramname"><em>coef0</em>, </td>
    317. 

  317.         </tr>
    318. 

  318.         <tr>
    319. 

  319.           <td class="paramkey"></td>
    320. 

  320.           <td></td>
    321. 

  321.           <td class="paramtype"><a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a>&#160;</td>
    322. 

  322.           <td class="paramname"><em>gamma</em>&#160;</td>
    323. 

  323.         </tr>
    324. 

  324.         <tr>
    325. 

  325.           <td></td>
    326. 

  326.           <td>)</td>
    327. 

  327.           <td></td><td></td>
    328. 

  328.         </tr>
    329. 

  329.       </table>
    330. 

  330. </div><div class="memdoc">
    331. 

  331. <p>Classes are integer used as output of the function (instead of having -1,1 as class values).</p>
    332. 

  332. <dl class="params"><dt>Parameters</dt><dd>
    333. 

  333.   <table class="params">
    334. 

  334.     <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>points to an instance of the polynomial SVM structure. </td></tr>
    335. 

  335.     <tr><td class="paramdir">[in]</td><td class="paramname">nbOfSupportVectors</td><td>Number of support vectors </td></tr>
    336. 

  336.     <tr><td class="paramdir">[in]</td><td class="paramname">vectorDimension</td><td>Dimension of vector space </td></tr>
    337. 

  337.     <tr><td class="paramdir">[in]</td><td class="paramname">intercept</td><td>Intercept </td></tr>
    338. 

  338.     <tr><td class="paramdir">[in]</td><td class="paramname">dualCoefficients</td><td>Array of dual coefficients </td></tr>
    339. 

  339.     <tr><td class="paramdir">[in]</td><td class="paramname">supportVectors</td><td>Array of support vectors </td></tr>
    340. 

  340.     <tr><td class="paramdir">[in]</td><td class="paramname">classes</td><td>Array of 2 classes ID </td></tr>
    341. 

  341.     <tr><td class="paramdir">[in]</td><td class="paramname">degree</td><td>Polynomial degree </td></tr>
    342. 

  342.     <tr><td class="paramdir">[in]</td><td class="paramname">coef0</td><td>coeff0 (scikit-learn terminology) </td></tr>
    343. 

  343.     <tr><td class="paramdir">[in]</td><td class="paramname">gamma</td><td>gamma (scikit-learn terminology) </td></tr>
    344. 

  344.   </table>
    345. 

  345.   </dd>
    346. 

  346. </dl>
    347. 

  347. <dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>
    348. 

  348. 

  349. </div>
    350. 

  350. </div>
    351. 

  351. <a class="anchor" id="ga5719f32544ecc1b568aaba7f5d237df8"></a>
    352. 

  352. <div class="memitem">
    353. 

  353. <div class="memproto">
    354. 

  354.       <table class="memname">
    355. 

  355.         <tr>
    356. 

  356.           <td class="memname">void arm_svm_polynomial_predict_f32 </td>
    357. 

  357.           <td>(</td>
    358. 

  358.           <td class="paramtype">const <a class="el" href="structarm__svm__polynomial__instance__f32.html">arm_svm_polynomial_instance_f32</a> *&#160;</td>
    359. 

  359.           <td class="paramname"><em>S</em>, </td>
    360. 

  360.         </tr>
    361. 

  361.         <tr>
    362. 

  362.           <td class="paramkey"></td>
    363. 

  363.           <td></td>
    364. 

  364.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    365. 

  365.           <td class="paramname"><em>in</em>, </td>
    366. 

  366.         </tr>
    367. 

  367.         <tr>
    368. 

  368.           <td class="paramkey"></td>
    369. 

  369.           <td></td>
    370. 

  370.           <td class="paramtype">int32_t *&#160;</td>
    371. 

  371.           <td class="paramname"><em>pResult</em>&#160;</td>
    372. 

  372.         </tr>
    373. 

  373.         <tr>
    374. 

  374.           <td></td>
    375. 

  375.           <td>)</td>
    376. 

  376.           <td></td><td></td>
    377. 

  377.         </tr>
    378. 

  378.       </table>
    379. 

  379. </div><div class="memdoc">
    380. 

  380. <dl class="params"><dt>Parameters</dt><dd>
    381. 

  381.   <table class="params">
    382. 

  382.     <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>Pointer to an instance of the polynomial SVM structure. </td></tr>
    383. 

  383.     <tr><td class="paramdir">[in]</td><td class="paramname">in</td><td>Pointer to input vector </td></tr>
    384. 

  384.     <tr><td class="paramdir">[out]</td><td class="paramname">pResult</td><td>Decision value </td></tr>
    385. 

  385.   </table>
    386. 

  386.   </dd>
    387. 

  387. </dl>
    388. 

  388. <dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>
    389. 

  389. 

  390. </div>
    391. 

  391. </div>
    392. 

  392. <a class="anchor" id="ga1ea7dd56e7f1b57c8fa8fdc35e7c25d4"></a>
    393. 

  393. <div class="memitem">
    394. 

  394. <div class="memproto">
    395. 

  395.       <table class="memname">
    396. 

  396.         <tr>
    397. 

  397.           <td class="memname">void arm_svm_rbf_init_f32 </td>
    398. 

  398.           <td>(</td>
    399. 

  399.           <td class="paramtype"><a class="el" href="structarm__svm__rbf__instance__f32.html">arm_svm_rbf_instance_f32</a> *&#160;</td>
    400. 

  400.           <td class="paramname"><em>S</em>, </td>
    401. 

  401.         </tr>
    402. 

  402.         <tr>
    403. 

  403.           <td class="paramkey"></td>
    404. 

  404.           <td></td>
    405. 

  405.           <td class="paramtype">uint32_t&#160;</td>
    406. 

  406.           <td class="paramname"><em>nbOfSupportVectors</em>, </td>
    407. 

  407.         </tr>
    408. 

  408.         <tr>
    409. 

  409.           <td class="paramkey"></td>
    410. 

  410.           <td></td>
    411. 

  411.           <td class="paramtype">uint32_t&#160;</td>
    412. 

  412.           <td class="paramname"><em>vectorDimension</em>, </td>
    413. 

  413.         </tr>
    414. 

  414.         <tr>
    415. 

  415.           <td class="paramkey"></td>
    416. 

  416.           <td></td>
    417. 

  417.           <td class="paramtype"><a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a>&#160;</td>
    418. 

  418.           <td class="paramname"><em>intercept</em>, </td>
    419. 

  419.         </tr>
    420. 

  420.         <tr>
    421. 

  421.           <td class="paramkey"></td>
    422. 

  422.           <td></td>
    423. 

  423.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    424. 

  424.           <td class="paramname"><em>dualCoefficients</em>, </td>
    425. 

  425.         </tr>
    426. 

  426.         <tr>
    427. 

  427.           <td class="paramkey"></td>
    428. 

  428.           <td></td>
    429. 

  429.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    430. 

  430.           <td class="paramname"><em>supportVectors</em>, </td>
    431. 

  431.         </tr>
    432. 

  432.         <tr>
    433. 

  433.           <td class="paramkey"></td>
    434. 

  434.           <td></td>
    435. 

  435.           <td class="paramtype">const int32_t *&#160;</td>
    436. 

  436.           <td class="paramname"><em>classes</em>, </td>
    437. 

  437.         </tr>
    438. 

  438.         <tr>
    439. 

  439.           <td class="paramkey"></td>
    440. 

  440.           <td></td>
    441. 

  441.           <td class="paramtype"><a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a>&#160;</td>
    442. 

  442.           <td class="paramname"><em>gamma</em>&#160;</td>
    443. 

  443.         </tr>
    444. 

  444.         <tr>
    445. 

  445.           <td></td>
    446. 

  446.           <td>)</td>
    447. 

  447.           <td></td><td></td>
    448. 

  448.         </tr>
    449. 

  449.       </table>
    450. 

  450. </div><div class="memdoc">
    451. 

  451. <p>Classes are integer used as output of the function (instead of having -1,1 as class values).</p>
    452. 

  452. <dl class="params"><dt>Parameters</dt><dd>
    453. 

  453.   <table class="params">
    454. 

  454.     <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>points to an instance of the polynomial SVM structure. </td></tr>
    455. 

  455.     <tr><td class="paramdir">[in]</td><td class="paramname">nbOfSupportVectors</td><td>Number of support vectors </td></tr>
    456. 

  456.     <tr><td class="paramdir">[in]</td><td class="paramname">vectorDimension</td><td>Dimension of vector space </td></tr>
    457. 

  457.     <tr><td class="paramdir">[in]</td><td class="paramname">intercept</td><td>Intercept </td></tr>
    458. 

  458.     <tr><td class="paramdir">[in]</td><td class="paramname">dualCoefficients</td><td>Array of dual coefficients </td></tr>
    459. 

  459.     <tr><td class="paramdir">[in]</td><td class="paramname">supportVectors</td><td>Array of support vectors </td></tr>
    460. 

  460.     <tr><td class="paramdir">[in]</td><td class="paramname">classes</td><td>Array of 2 classes ID </td></tr>
    461. 

  461.     <tr><td class="paramdir">[in]</td><td class="paramname">gamma</td><td>gamma (scikit-learn terminology) </td></tr>
    462. 

  462.   </table>
    463. 

  463.   </dd>
    464. 

  464. </dl>
    465. 

  465. <dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>
    466. 

  466. 

  467. </div>
    468. 

  468. </div>
    469. 

  469. <a class="anchor" id="gaf49fb51cf4d4d1194145171d9a461e10"></a>
    470. 

  470. <div class="memitem">
    471. 

  471. <div class="memproto">
    472. 

  472.       <table class="memname">
    473. 

  473.         <tr>
    474. 

  474.           <td class="memname">void arm_svm_rbf_predict_f32 </td>
    475. 

  475.           <td>(</td>
    476. 

  476.           <td class="paramtype">const <a class="el" href="structarm__svm__rbf__instance__f32.html">arm_svm_rbf_instance_f32</a> *&#160;</td>
    477. 

  477.           <td class="paramname"><em>S</em>, </td>
    478. 

  478.         </tr>
    479. 

  479.         <tr>
    480. 

  480.           <td class="paramkey"></td>
    481. 

  481.           <td></td>
    482. 

  482.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    483. 

  483.           <td class="paramname"><em>in</em>, </td>
    484. 

  484.         </tr>
    485. 

  485.         <tr>
    486. 

  486.           <td class="paramkey"></td>
    487. 

  487.           <td></td>
    488. 

  488.           <td class="paramtype">int32_t *&#160;</td>
    489. 

  489.           <td class="paramname"><em>pResult</em>&#160;</td>
    490. 

  490.         </tr>
    491. 

  491.         <tr>
    492. 

  492.           <td></td>
    493. 

  493.           <td>)</td>
    494. 

  494.           <td></td><td></td>
    495. 

  495.         </tr>
    496. 

  496.       </table>
    497. 

  497. </div><div class="memdoc">
    498. 

  498. <dl class="params"><dt>Parameters</dt><dd>
    499. 

  499.   <table class="params">
    500. 

  500.     <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>Pointer to an instance of the rbf SVM structure. </td></tr>
    501. 

  501.     <tr><td class="paramdir">[in]</td><td class="paramname">in</td><td>Pointer to input vector </td></tr>
    502. 

  502.     <tr><td class="paramdir">[out]</td><td class="paramname">pResult</td><td>decision value </td></tr>
    503. 

  503.   </table>
    504. 

  504.   </dd>
    505. 

  505. </dl>
    506. 

  506. <dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>
    507. 

  507. 

  508. </div>
    509. 

  509. </div>
    510. 

  510. <a class="anchor" id="ga1ecc44b7665915ab4e9dff99de9a3b20"></a>
    511. 

  511. <div class="memitem">
    512. 

  512. <div class="memproto">
    513. 

  513.       <table class="memname">
    514. 

  514.         <tr>
    515. 

  515.           <td class="memname">void arm_svm_sigmoid_init_f32 </td>
    516. 

  516.           <td>(</td>
    517. 

  517.           <td class="paramtype"><a class="el" href="structarm__svm__sigmoid__instance__f32.html">arm_svm_sigmoid_instance_f32</a> *&#160;</td>
    518. 

  518.           <td class="paramname"><em>S</em>, </td>
    519. 

  519.         </tr>
    520. 

  520.         <tr>
    521. 

  521.           <td class="paramkey"></td>
    522. 

  522.           <td></td>
    523. 

  523.           <td class="paramtype">uint32_t&#160;</td>
    524. 

  524.           <td class="paramname"><em>nbOfSupportVectors</em>, </td>
    525. 

  525.         </tr>
    526. 

  526.         <tr>
    527. 

  527.           <td class="paramkey"></td>
    528. 

  528.           <td></td>
    529. 

  529.           <td class="paramtype">uint32_t&#160;</td>
    530. 

  530.           <td class="paramname"><em>vectorDimension</em>, </td>
    531. 

  531.         </tr>
    532. 

  532.         <tr>
    533. 

  533.           <td class="paramkey"></td>
    534. 

  534.           <td></td>
    535. 

  535.           <td class="paramtype"><a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a>&#160;</td>
    536. 

  536.           <td class="paramname"><em>intercept</em>, </td>
    537. 

  537.         </tr>
    538. 

  538.         <tr>
    539. 

  539.           <td class="paramkey"></td>
    540. 

  540.           <td></td>
    541. 

  541.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    542. 

  542.           <td class="paramname"><em>dualCoefficients</em>, </td>
    543. 

  543.         </tr>
    544. 

  544.         <tr>
    545. 

  545.           <td class="paramkey"></td>
    546. 

  546.           <td></td>
    547. 

  547.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    548. 

  548.           <td class="paramname"><em>supportVectors</em>, </td>
    549. 

  549.         </tr>
    550. 

  550.         <tr>
    551. 

  551.           <td class="paramkey"></td>
    552. 

  552.           <td></td>
    553. 

  553.           <td class="paramtype">const int32_t *&#160;</td>
    554. 

  554.           <td class="paramname"><em>classes</em>, </td>
    555. 

  555.         </tr>
    556. 

  556.         <tr>
    557. 

  557.           <td class="paramkey"></td>
    558. 

  558.           <td></td>
    559. 

  559.           <td class="paramtype"><a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a>&#160;</td>
    560. 

  560.           <td class="paramname"><em>coef0</em>, </td>
    561. 

  561.         </tr>
    562. 

  562.         <tr>
    563. 

  563.           <td class="paramkey"></td>
    564. 

  564.           <td></td>
    565. 

  565.           <td class="paramtype"><a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a>&#160;</td>
    566. 

  566.           <td class="paramname"><em>gamma</em>&#160;</td>
    567. 

  567.         </tr>
    568. 

  568.         <tr>
    569. 

  569.           <td></td>
    570. 

  570.           <td>)</td>
    571. 

  571.           <td></td><td></td>
    572. 

  572.         </tr>
    573. 

  573.       </table>
    574. 

  574. </div><div class="memdoc">
    575. 

  575. <p>Classes are integer used as output of the function (instead of having -1,1 as class values).</p>
    576. 

  576. <dl class="params"><dt>Parameters</dt><dd>
    577. 

  577.   <table class="params">
    578. 

  578.     <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>points to an instance of the rbf SVM structure. </td></tr>
    579. 

  579.     <tr><td class="paramdir">[in]</td><td class="paramname">nbOfSupportVectors</td><td>Number of support vectors </td></tr>
    580. 

  580.     <tr><td class="paramdir">[in]</td><td class="paramname">vectorDimension</td><td>Dimension of vector space </td></tr>
    581. 

  581.     <tr><td class="paramdir">[in]</td><td class="paramname">intercept</td><td>Intercept </td></tr>
    582. 

  582.     <tr><td class="paramdir">[in]</td><td class="paramname">dualCoefficients</td><td>Array of dual coefficients </td></tr>
    583. 

  583.     <tr><td class="paramdir">[in]</td><td class="paramname">supportVectors</td><td>Array of support vectors </td></tr>
    584. 

  584.     <tr><td class="paramdir">[in]</td><td class="paramname">classes</td><td>Array of 2 classes ID </td></tr>
    585. 

  585.     <tr><td class="paramdir">[in]</td><td class="paramname">coef0</td><td>coeff0 (scikit-learn terminology) </td></tr>
    586. 

  586.     <tr><td class="paramdir">[in]</td><td class="paramname">gamma</td><td>gamma (scikit-learn terminology) </td></tr>
    587. 

  587.   </table>
    588. 

  588.   </dd>
    589. 

  589. </dl>
    590. 

  590. <dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>
    591. 

  591. 

  592. </div>
    593. 

  593. </div>
    594. 

  594. <a class="anchor" id="ga36896050dfceb0c54e509f8ef918811a"></a>
    595. 

  595. <div class="memitem">
    596. 

  596. <div class="memproto">
    597. 

  597.       <table class="memname">
    598. 

  598.         <tr>
    599. 

  599.           <td class="memname">void arm_svm_sigmoid_predict_f32 </td>
    600. 

  600.           <td>(</td>
    601. 

  601.           <td class="paramtype">const <a class="el" href="structarm__svm__sigmoid__instance__f32.html">arm_svm_sigmoid_instance_f32</a> *&#160;</td>
    602. 

  602.           <td class="paramname"><em>S</em>, </td>
    603. 

  603.         </tr>
    604. 

  604.         <tr>
    605. 

  605.           <td class="paramkey"></td>
    606. 

  606.           <td></td>
    607. 

  607.           <td class="paramtype">const <a class="el" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
    608. 

  608.           <td class="paramname"><em>in</em>, </td>
    609. 

  609.         </tr>
    610. 

  610.         <tr>
    611. 

  611.           <td class="paramkey"></td>
    612. 

  612.           <td></td>
    613. 

  613.           <td class="paramtype">int32_t *&#160;</td>
    614. 

  614.           <td class="paramname"><em>pResult</em>&#160;</td>
    615. 

  615.         </tr>
    616. 

  616.         <tr>
    617. 

  617.           <td></td>
    618. 

  618.           <td>)</td>
    619. 

  619.           <td></td><td></td>
    620. 

  620.         </tr>
    621. 

  621.       </table>
    622. 

  622. </div><div class="memdoc">
    623. 

  623. <dl class="params"><dt>Parameters</dt><dd>
    624. 

  624.   <table class="params">
    625. 

  625.     <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>Pointer to an instance of the rbf SVM structure. </td></tr>
    626. 

  626.     <tr><td class="paramdir">[in]</td><td class="paramname">in</td><td>Pointer to input vector </td></tr>
    627. 

  627.     <tr><td class="paramdir">[out]</td><td class="paramname">pResult</td><td>Decision value </td></tr>
    628. 

  628.   </table>
    629. 

  629.   </dd>
    630. 

  630. </dl>
    631. 

  631. <dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>
    632. 

  632. 

  633. </div>
    634. 

  634. </div>
    635. 

  635. </div><!-- contents -->
    636. 

  636. </div><!-- doc-content -->
    637. 

  637. <!-- start footer part -->
    638. 

  638. <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
    639. 

  639.   <ul>
    640. 

  640.     <li class="footer">Generated on Thu Apr 9 2020 15:49:23 for CMSIS-DSP Version 1.8.0 by Arm Ltd. All rights reserved.
    641. 

  641. 	<!--
    642. 

  642.     <a href="http://www.doxygen.org/index.html">
    643. 

  643.     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.6 
    644. 

  644. 	-->
    645. 

  645. 	</li>
    646. 

  646.   </ul>
    647. 

  647. </div>
    648. 

  648. </body>
    649. 

  649. </html>
    650.