kernellogisticregressionoptimization.html

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<CODE>&nbsp;<A HREF="../../../../../../com/rapidminer/operator/performance/PerformanceVector.html" title="class in com.rapidminer.operator.performance">PerformanceVector</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/learner/functions/kernel/KernelLogisticRegressionOptimization.html#evaluateIndividual(com.rapidminer.tools.math.optimization.ec.es.Individual)">evaluateIndividual</A></B>(<A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/Individual.html" title="class in com.rapidminer.tools.math.optimization.ec.es">Individual</A>&nbsp;individual)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Subclasses must implement this method to calculate the fitness of the
 given individual.</TD>
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<CODE>&nbsp;<A HREF="../../../../../../com/rapidminer/operator/Model.html" title="interface in com.rapidminer.operator">Model</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/learner/functions/kernel/KernelLogisticRegressionOptimization.html#train()">train</A></B>()</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
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&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.tools.math.optimization.ec.es.ESOptimization"><!-- --></A>
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<TH ALIGN="left"><B>Methods inherited from class com.rapidminer.tools.math.optimization.ec.es.<A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html" title="class in com.rapidminer.tools.math.optimization.ec.es">ESOptimization</A></B></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#evaluate(com.rapidminer.tools.math.optimization.ec.es.Population)">evaluate</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#getBestFitnessEver()">getBestFitnessEver</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#getBestFitnessInGeneration()">getBestFitnessInGeneration</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#getBestPerformanceEver()">getBestPerformanceEver</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#getBestValuesEver()">getBestValuesEver</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#getGeneration()">getGeneration</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#getMax(int)">getMax</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#getMin(int)">getMin</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#getPopulation()">getPopulation</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#getValueType(int)">getValueType</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#increaseCurrentEvaluationCounter()">increaseCurrentEvaluationCounter</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#increaseTotalEvaluationCounter()">increaseTotalEvaluationCounter</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#nextIteration()">nextIteration</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#optimize()">optimize</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#recalculateSigma(com.rapidminer.tools.math.optimization.ec.es.GaussianMutation, int)">recalculateSigma</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#setMax(int, double)">setMax</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#setMin(int, double)">setMin</A>, <A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#setValueType(int, com.rapidminer.tools.math.optimization.ec.es.OptimizationValueType)">setValueType</A></CODE></TD>
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<TH ALIGN="left"><B>Methods inherited from class java.lang.Object</B></TH>
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<TD><CODE>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</CODE></TD>
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<!-- ========= CONSTRUCTOR DETAIL ======== -->

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<A NAME="KernelLogisticRegressionOptimization(com.rapidminer.example.ExampleSet, com.rapidminer.operator.learner.functions.kernel.functions.Kernel, double, int, int, int, int, int, double, boolean, int, double, boolean, com.rapidminer.tools.RandomGenerator, com.rapidminer.tools.LoggingHandler)"><!-- --></A><H3>
KernelLogisticRegressionOptimization</H3>
<PRE>
public <B>KernelLogisticRegressionOptimization</B>(<A HREF="../../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet,
                                            <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,
                                            double&nbsp;c,
                                            int&nbsp;initType,
                                            int&nbsp;maxIterations,
                                            int&nbsp;generationsWithoutImprovement,
                                            int&nbsp;popSize,
                                            int&nbsp;selectionType,
                                            double&nbsp;tournamentFraction,
                                            boolean&nbsp;keepBest,
                                            int&nbsp;mutationType,
                                            double&nbsp;crossoverProb,
                                            boolean&nbsp;showConvergencePlot,
                                            <A HREF="../../../../../../com/rapidminer/tools/RandomGenerator.html" title="class in com.rapidminer.tools">RandomGenerator</A>&nbsp;random,
                                            <A HREF="../../../../../../com/rapidminer/tools/LoggingHandler.html" title="interface in com.rapidminer.tools">LoggingHandler</A>&nbsp;logging)</PRE>
<DL>
<DD>Creates a new evolutionary SVM optimization.
<P>
</DL>

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<B>Method Detail</B></FONT></TH>
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<A NAME="evaluateIndividual(com.rapidminer.tools.math.optimization.ec.es.Individual)"><!-- --></A><H3>
evaluateIndividual</H3>
<PRE>
public <A HREF="../../../../../../com/rapidminer/operator/performance/PerformanceVector.html" title="class in com.rapidminer.operator.performance">PerformanceVector</A> <B>evaluateIndividual</B>(<A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/Individual.html" title="class in com.rapidminer.tools.math.optimization.ec.es">Individual</A>&nbsp;individual)</PRE>
<DL>
<DD><B>Description copied from class: <CODE><A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#evaluateIndividual(com.rapidminer.tools.math.optimization.ec.es.Individual)">ESOptimization</A></CODE></B></DD>
<DD>Subclasses must implement this method to calculate the fitness of the
 given individual. Please note that null might be returned for non-valid
 individuals. The fitness will be maximized.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html#evaluateIndividual(com.rapidminer.tools.math.optimization.ec.es.Individual)">evaluateIndividual</A></CODE> in class <CODE><A HREF="../../../../../../com/rapidminer/tools/math/optimization/ec/es/ESOptimization.html" title="class in com.rapidminer.tools.math.optimization.ec.es">ESOptimization</A></CODE></DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="train()"><!-- --></A><H3>
train</H3>
<PRE>
public <A HREF="../../../../../../com/rapidminer/operator/Model.html" title="interface in com.rapidminer.operator">Model</A> <B>train</B>()
            throws <A HREF="../../../../../../com/rapidminer/operator/OperatorException.html" title="class in com.rapidminer.operator">OperatorException</A></PRE>
<DL>
<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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