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<?xml version="1.0" encoding="UTF-8" ?>
<class xmlns="http://xml.phpdox.net/src" full="SVMModel" namespace="" name="SVMModel">
<method name="checkProbabilityModel" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Returns true if the model has probability information"/>
<return type="bool"/>
</docblock>
</method>
<constructor name="__construct" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Construct a new SVMModel"/>
<return type="void"/>
</docblock>
<parameter name="filename" optional="true" byreference="false" type="string"/>
</constructor>
<method name="getLabels" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Get the labels the model was trained on"/>
<return type="array"/>
</docblock>
</method>
<method name="getNrClass" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Returns the number of classes the model was trained with"/>
<return type="int"/>
</docblock>
</method>
<method name="getSvmType" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Get the SVM type the model was trained with"/>
<return type="int"/>
</docblock>
</method>
<method name="getSvrProbability" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Get the sigma value for regression types"/>
<return type="float"/>
</docblock>
</method>
<method name="load" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Load a saved SVM Model"/>
<return type="bool"/>
</docblock>
<parameter name="filename" optional="false" byreference="false" type="string"/>
</method>
<method name="predict_probability" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Return class probabilities for previous unseen data"/>
<return type="float"/>
</docblock>
<parameter name="data" optional="false" byreference="false" type="object" class="array"/>
</method>
<method name="predict" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Predict a value for previously unseen data"/>
<return type="float"/>
</docblock>
<parameter name="data" optional="false" byreference="false" type="object" class="array"/>
</method>
<method name="save" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Save a model to a file"/>
<return type="bool"/>
</docblock>
<parameter name="filename" optional="false" byreference="false" type="string"/>
</method>
</class>
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