evosvm.html

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<DT><B>See Also:</B><DD><A HREF="../../../../../../../constant-values.html#com.rapidminer.operator.learner.functions.kernel.evosvm.EvoSVM.PARAMETER_LOCAL_RANDOM_SEED">Constant Field Values</A></DL>
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<A NAME="PARAMETER_HOLD_OUT_SET_RATIO"><!-- --></A><H3>
PARAMETER_HOLD_OUT_SET_RATIO</H3>
<PRE>
public static final java.lang.String <B>PARAMETER_HOLD_OUT_SET_RATIO</B></PRE>
<DL>
<DD>The parameter name for &quot;Uses this amount as a hold out set to estimate generalization error after learning (currently only used for multi-objective classification).&quot;
<P>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../../../../constant-values.html#com.rapidminer.operator.learner.functions.kernel.evosvm.EvoSVM.PARAMETER_HOLD_OUT_SET_RATIO">Constant Field Values</A></DL>
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<A NAME="PARAMETER_SHOW_CONVERGENCE_PLOT"><!-- --></A><H3>
PARAMETER_SHOW_CONVERGENCE_PLOT</H3>
<PRE>
public static final java.lang.String <B>PARAMETER_SHOW_CONVERGENCE_PLOT</B></PRE>
<DL>
<DD>The parameter name for &quot;Indicates if a dialog with a convergence plot should be drawn.&quot;
<P>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../../../../constant-values.html#com.rapidminer.operator.learner.functions.kernel.evosvm.EvoSVM.PARAMETER_SHOW_CONVERGENCE_PLOT">Constant Field Values</A></DL>
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<A NAME="PARAMETER_RETURN_OPTIMIZATION_PERFORMANCE"><!-- --></A><H3>
PARAMETER_RETURN_OPTIMIZATION_PERFORMANCE</H3>
<PRE>
public static final java.lang.String <B>PARAMETER_RETURN_OPTIMIZATION_PERFORMANCE</B></PRE>
<DL>
<DD>The parameter name for &quot;Indicates if final optimization fitness should be returned as performance.&quot;
<P>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../../../../constant-values.html#com.rapidminer.operator.learner.functions.kernel.evosvm.EvoSVM.PARAMETER_RETURN_OPTIMIZATION_PERFORMANCE">Constant Field Values</A></DL>
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<A NAME="EvoSVM(com.rapidminer.operator.OperatorDescription)"><!-- --></A><H3>
EvoSVM</H3>
<PRE>
public <B>EvoSVM</B>(<A HREF="../../../../../../../com/rapidminer/operator/OperatorDescription.html" title="class in com.rapidminer.operator">OperatorDescription</A>&nbsp;description)</PRE>
<DL>
<DD>Creates a new SVM which uses an Evolutionary Strategy approach for
 optimization.
<P>
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<A NAME="shouldDeliverOptimizationPerformance()"><!-- --></A><H3>
shouldDeliverOptimizationPerformance</H3>
<PRE>
public boolean <B>shouldDeliverOptimizationPerformance</B>()</PRE>
<DL>
<DD>Returns the value of the corresponding parameter.
<P>
<DD><DL>
<DT><B>Overrides:</B><DD><CODE><A HREF="../../../../../../../com/rapidminer/operator/learner/AbstractLearner.html#shouldDeliverOptimizationPerformance()">shouldDeliverOptimizationPerformance</A></CODE> in class <CODE><A HREF="../../../../../../../com/rapidminer/operator/learner/AbstractLearner.html" title="class in com.rapidminer.operator.learner">AbstractLearner</A></CODE></DL>
</DD>
<DD><DL>
</DL>
</DD>
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<A NAME="getOptimizationPerformance()"><!-- --></A><H3>
getOptimizationPerformance</H3>
<PRE>
public <A HREF="../../../../../../../com/rapidminer/operator/performance/PerformanceVector.html" title="class in com.rapidminer.operator.performance">PerformanceVector</A> <B>getOptimizationPerformance</B>()</PRE>
<DL>
<DD>Returns the optimization performance of the best result. This method must be called after
  training, not before.
<P>
<DD><DL>
<DT><B>Overrides:</B><DD><CODE><A HREF="../../../../../../../com/rapidminer/operator/learner/AbstractLearner.html#getOptimizationPerformance()">getOptimizationPerformance</A></CODE> in class <CODE><A HREF="../../../../../../../com/rapidminer/operator/learner/AbstractLearner.html" title="class in com.rapidminer.operator.learner">AbstractLearner</A></CODE></DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
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<A NAME="learn(com.rapidminer.example.ExampleSet)"><!-- --></A><H3>
learn</H3>
<PRE>
public <A HREF="../../../../../../../com/rapidminer/operator/Model.html" title="interface in com.rapidminer.operator">Model</A> <B>learn</B>(<A HREF="../../../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet)
            throws <A HREF="../../../../../../../com/rapidminer/operator/OperatorException.html" title="class in com.rapidminer.operator">OperatorException</A></PRE>
<DL>
<DD>Learns and returns a model.
<P>
<DD><DL>

<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../../../com/rapidminer/operator/OperatorException.html" title="class in com.rapidminer.operator">OperatorException</A></CODE></DL>
</DD>
</DL>
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<A NAME="supportsCapability(com.rapidminer.operator.learner.LearnerCapability)"><!-- --></A><H3>
supportsCapability</H3>
<PRE>
public boolean <B>supportsCapability</B>(<A HREF="../../../../../../../com/rapidminer/operator/learner/LearnerCapability.html" title="class in com.rapidminer.operator.learner">LearnerCapability</A>&nbsp;lc)</PRE>
<DL>
<DD>Returns true for numerical attributes, binominal classes, and numerical
 target attributes.
<P>
<DD><DL>
</DL>
</DD>
</DL>
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<A NAME="createBoundArray(double, int)"><!-- --></A><H3>
createBoundArray</H3>
<PRE>
public static double[] <B>createBoundArray</B>(double&nbsp;bound,
                                        int&nbsp;size)</PRE>
<DL>
<DD><DL>
</DL>
</DD>
</DL>
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<A NAME="determineMax(double, com.rapidminer.operator.learner.functions.kernel.functions.Kernel, com.rapidminer.example.ExampleSet, int, int)"><!-- --></A><H3>
determineMax</H3>
<PRE>
public static final double[] <B>determineMax</B>(double&nbsp;_c,
                                          <A HREF="../../../../../../../com/rapidminer/operator/learner/functions/kernel/functions/Kernel.html" title="class in com.rapidminer.operator.learner.functions.kernel.functions">Kernel</A>&nbsp;kernel,
                                          <A HREF="../../../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet,
                                          int&nbsp;selectionType,
                                          int&nbsp;arraySize)</PRE>
<DL>
<DD><DL>
</DL>
</DD>
</DL>
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<A NAME="getParameterTypes()"><!-- --></A><H3>
getParameterTypes</H3>
<PRE>
public java.util.List&lt;<A HREF="../../../../../../../com/rapidminer/parameter/ParameterType.html" title="class in com.rapidminer.parameter">ParameterType</A>&gt; <B>getParameterTypes</B>()</PRE>
<DL>
<DD><B>Description copied from class: <CODE><A HREF="../../../../../../../com/rapidminer/operator/Operator.html#getParameterTypes()">Operator</A></CODE></B></DD>
<DD>Returns a list of <tt>ParameterTypes</tt> describing the parameters of
 this operator. The default implementation returns an empty list if no
 input objects can be retained and special parameters for those input
 objects which can be prevented from being consumed.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../../../com/rapidminer/parameter/ParameterHandler.html#getParameterTypes()">getParameterTypes</A></CODE> in interface <CODE><A HREF="../../../../../../../com/rapidminer/parameter/ParameterHandler.html" title="interface in com.rapidminer.parameter">ParameterHandler</A></CODE><DT><B>Overrides:</B><DD><CODE><A HREF="../../../../../../../com/rapidminer/operator/Operator.html#getParameterTypes()">getParameterTypes</A></CODE> in class <CODE><A HREF="../../../../../../../com/rapidminer/operator/Operator.html" title="class in com.rapidminer.operator">Operator</A></CODE></DL>
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