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<?xml version="1.0" encoding="UTF-8" ?>
<class xmlns="http://xml.phpdox.net/src" full="SVM" namespace="" name="SVM">
<constant name="C_SVC" value="0">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="NU_SVC" value="1">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="ONE_CLASS" value="2">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="EPSILON_SVR" value="3">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="NU_SVR" value="4">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="KERNEL_LINEAR" value="0">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="KERNEL_POLY" value="1">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="KERNEL_RBF" value="2">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="KERNEL_SIGMOID" value="3">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="KERNEL_PRECOMPUTED" value="4">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_TYPE" value="101">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_KERNEL_TYPE" value="102">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_DEGREE" value="103">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_SHRINKING" value="104">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_PROPABILITY" value="105">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_GAMMA" value="201">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_NU" value="202">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_EPS" value="203">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_P" value="204">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_COEF_ZERO" value="205">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_C" value="206">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constant name="OPT_CACHE_SIZE" value="207">
<docblock>
<var type="integer"/>
</docblock>
</constant>
<constructor name="__construct" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Construct a new SVM object"/>
<return type="void"/>
</docblock>
</constructor>
<method name="crossvalidate" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact=""/>
<return type="float"/>
</docblock>
<parameter name="problem" optional="false" byreference="false" type="object" class="array"/>
<parameter name="number_of_folds" optional="false" byreference="false" type="int"/>
</method>
<method name="getOptions" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Return the current training parameters"/>
<return type="array"/>
</docblock>
</method>
<method name="setOptions" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact="Set training parameters"/>
<return type="bool"/>
</docblock>
<parameter name="params" optional="false" byreference="false" type="object" class="array"/>
</method>
<method name="train" abstract="false" static="false" visibility="public" final="false">
<docblock>
<description compact=""/>
<return type="SVMModel"/>
</docblock>
<parameter name="problem" optional="false" byreference="false" type="object" class="array"/>
<parameter name="weights" optional="true" byreference="false" type="object" class="array"/>
</method>
</class>
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