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<title>The SVMModel class</title>
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<h1 class="title">The SVMModel class</h1>
<div class="partintro"><p class="verinfo">(PECL svm >= 0.1.0)</p>
<div class="section" id="svmmodel.intro">
<h2 class="title">Introduction</h2>
<p class="para">
The SVMModel is the end result of the training process.
It can be used to classify previously unseen data.
</p>
</div>
<div class="section" id="svmmodel.synopsis">
<h2 class="title">Class synopsis</h2>
<div class="classsynopsis">
<div class="ooclass"></div>
<div class="classsynopsisinfo">
<span class="ooclass">
<strong class="classname">SVMModel</strong>
</span>
{</div>
<div class="classsynopsisinfo classsynopsisinfo_comment">/* Methods */</div>
<div class="methodsynopsis dc-description">
<span class="modifier">public</span> <span class="type">bool</span> <span class="methodname"><a href="svmmodel.checkprobabilitymodel.html" class="methodname">checkProbabilityModel</a></span>
( <span class="methodparam">void</span>
)</div>
<div class="methodsynopsis dc-description">
<span class="modifier">public</span> <span class="methodname"><a href="svmmodel.construct.html" class="methodname">__construct</a></span>
([ <span class="methodparam"><span class="type">string</span> <code class="parameter">$filename</code></span>
] )</div>
<div class="methodsynopsis dc-description">
<span class="modifier">public</span> <span class="type">array</span> <span class="methodname"><a href="svmmodel.getlabels.html" class="methodname">getLabels</a></span>
( <span class="methodparam">void</span>
)</div>
<div class="methodsynopsis dc-description">
<span class="modifier">public</span> <span class="type">int</span> <span class="methodname"><a href="svmmodel.getnrclass.html" class="methodname">getNrClass</a></span>
( <span class="methodparam">void</span>
)</div>
<div class="methodsynopsis dc-description">
<span class="modifier">public</span> <span class="type">int</span> <span class="methodname"><a href="svmmodel.getsvmtype.html" class="methodname">getSvmType</a></span>
( <span class="methodparam">void</span>
)</div>
<div class="methodsynopsis dc-description">
<span class="modifier">public</span> <span class="type">float</span> <span class="methodname"><a href="svmmodel.getsvrprobability.html" class="methodname">getSvrProbability</a></span>
( <span class="methodparam">void</span>
)</div>
<div class="methodsynopsis dc-description">
<span class="modifier">public</span> <span class="type">bool</span> <span class="methodname"><a href="svmmodel.load.html" class="methodname">load</a></span>
( <span class="methodparam"><span class="type">string</span> <code class="parameter">$filename</code></span>
)</div>
<div class="methodsynopsis dc-description">
<span class="modifier">public</span> <span class="type">float</span> <span class="methodname"><a href="svmmodel.predict-probability.html" class="methodname">predict_probability</a></span>
( <span class="methodparam"><span class="type">array</span> <code class="parameter">$data</code></span>
)</div>
<div class="methodsynopsis dc-description">
<span class="modifier">public</span> <span class="type">float</span> <span class="methodname"><a href="svmmodel.predict.html" class="methodname">predict</a></span>
( <span class="methodparam"><span class="type">array</span> <code class="parameter">$data</code></span>
)</div>
<div class="methodsynopsis dc-description">
<span class="modifier">public</span> <span class="type">bool</span> <span class="methodname"><a href="svmmodel.save.html" class="methodname">save</a></span>
( <span class="methodparam"><span class="type">string</span> <code class="parameter">$filename</code></span>
)</div>
}</div>
</div>
</div>
<h2>Table of Contents</h2><ul class="chunklist chunklist_reference"><li><a href="svmmodel.checkprobabilitymodel.html">SVMModel::checkProbabilityModel</a> — Returns true if the model has probability information</li><li><a href="svmmodel.construct.html">SVMModel::__construct</a> — Construct a new SVMModel</li><li><a href="svmmodel.getlabels.html">SVMModel::getLabels</a> — Get the labels the model was trained on</li><li><a href="svmmodel.getnrclass.html">SVMModel::getNrClass</a> — Returns the number of classes the model was trained with</li><li><a href="svmmodel.getsvmtype.html">SVMModel::getSvmType</a> — Get the SVM type the model was trained with</li><li><a href="svmmodel.getsvrprobability.html">SVMModel::getSvrProbability</a> — Get the sigma value for regression types</li><li><a href="svmmodel.load.html">SVMModel::load</a> — Load a saved SVM Model</li><li><a href="svmmodel.predict-probability.html">SVMModel::predict_probability</a> — Return class probabilities for previous unseen data</li><li><a href="svmmodel.predict.html">SVMModel::predict</a> — Predict a value for previously unseen data</li><li><a href="svmmodel.save.html">SVMModel::save</a> — Save a model to a file</li></ul>
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