kernel.html

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Uses of <A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/Kernel.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">Kernel</A> in <A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/package-summary.html">com.rapidminer.operator.learner.functions.kernel.rvm.kernel</A></FONT></TH>
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<TH ALIGN="left" COLSPAN="2">Subclasses of <A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/Kernel.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">Kernel</A> in <A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/package-summary.html">com.rapidminer.operator.learner.functions.kernel.rvm.kernel</A></FONT></TH>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/KernelCauchy.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">KernelCauchy</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Cauchy kernel:
 K(x, y) = 1 / (1 + lengthScale^{-2} * ||x - y||^2)</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/KernelEpanechnikov.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">KernelEpanechnikov</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the value of the Epanechnikov kernel of both examples.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/KernelGaussianCombination.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">KernelGaussianCombination</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the value of the Gaussian combination kernel of both examples.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/KernelLaplace.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">KernelLaplace</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Laplace kernel:
 K(x, y) = exp(-sqrt(lengthScale^{-2} * ||x - y||^2))</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/KernelMultiquadric.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">KernelMultiquadric</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the value of the Multiquadric kernel of both examples.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/KernelPoly.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">KernelPoly</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Laplace kernel:
 K(x, y) = (lengthScale^{-2} * (x * y) + bias)^order</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/KernelRadial.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">KernelRadial</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Radial basis function (rbf) kernel:
 K(x, y) = exp(-lengthScale^{-2} * ||x - y||^2)</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/KernelSigmoid.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">KernelSigmoid</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the value of the Sigmoid kernel of both examples.</TD>
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<TH ALIGN="left" COLSPAN="2">Fields in <A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/package-summary.html">com.rapidminer.operator.learner.functions.kernel.rvm.kernel</A> declared as <A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/Kernel.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">Kernel</A></FONT></TH>
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<CODE>protected &nbsp;<A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/Kernel.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">Kernel</A></CODE></FONT></TD>
<TD><CODE><B>KernelBasisFunction.</B><B><A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/KernelBasisFunction.html#kernel">kernel</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;The kernel to be used as a basis</TD>
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<TH ALIGN="left" COLSPAN="2">Constructors in <A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/package-summary.html">com.rapidminer.operator.learner.functions.kernel.rvm.kernel</A> with parameters of type <A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/Kernel.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">Kernel</A></FONT></TH>
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<TD><CODE><B><A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/KernelBasisFunction.html#KernelBasisFunction(com.rapidminer.operator.learner.functions.kernel.rvm.kernel.Kernel)">KernelBasisFunction</A></B>(<A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/Kernel.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">Kernel</A>&nbsp;kernel)</CODE>

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<TD><CODE><B><A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/KernelBasisFunction.html#KernelBasisFunction(com.rapidminer.operator.learner.functions.kernel.rvm.kernel.Kernel, double[])">KernelBasisFunction</A></B>(<A HREF="../../../../../../../../../com/rapidminer/operator/learner/functions/kernel/rvm/kernel/Kernel.html" title="class in com.rapidminer.operator.learner.functions.kernel.rvm.kernel">Kernel</A>&nbsp;kernel,
                    double[]&nbsp;y_vector)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Constructor(s)</TD>
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