model.html

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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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<A NAME="Model(com.rapidminer.operator.learner.functions.kernel.rvm.kernel.Kernel, double[][], Jama.Matrix, Jama.Matrix, Jama.Matrix, int, boolean)"><!-- --></A><H3>
Model</H3>
<PRE>
public <B>Model</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;basisVectors,
             Jama.Matrix&nbsp;alpha,
             Jama.Matrix&nbsp;C,
             Jama.Matrix&nbsp;Q,
             int&nbsp;d,
             boolean&nbsp;regression)</PRE>
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<DD>Constructors
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<A NAME="getNumberOfBasisVectors()"><!-- --></A><H3>
getNumberOfBasisVectors</H3>
<PRE>
public int <B>getNumberOfBasisVectors</B>()</PRE>
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<A NAME="getInputDim()"><!-- --></A><H3>
getInputDim</H3>
<PRE>
public int <B>getInputDim</B>()</PRE>
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<A NAME="getBasisVector(int)"><!-- --></A><H3>
getBasisVector</H3>
<PRE>
public double[] <B>getBasisVector</B>(int&nbsp;i)</PRE>
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<A NAME="getBasisVectorValue(int, int)"><!-- --></A><H3>
getBasisVectorValue</H3>
<PRE>
public double <B>getBasisVectorValue</B>(int&nbsp;i,
                                  int&nbsp;j)</PRE>
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<A NAME="applyToVector(double[])"><!-- --></A><H3>
applyToVector</H3>
<PRE>
public double <B>applyToVector</B>(double[]&nbsp;x_new)</PRE>
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<DD>Apply the model to a (new) input vector x_t+1 in order to get a prediction, which - as a GP-marignal at x_t+1 -
 is a one-dimensional gaussian distribution with mean m and covariance sigma^2 (2.22, the parameterisation lemma).
 Returns only the function value, the mapping to a classification must be done by the invoking method.
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<A NAME="apply(double[][])"><!-- --></A><H3>
apply</H3>
<PRE>
public double[] <B>apply</B>(double[][]&nbsp;inputVectors)
               throws java.lang.Exception</PRE>
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<DD>Apply the model to all input vectors
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<DT><B>Throws:</B>
<DD><CODE>java.lang.Exception</CODE></DL>
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