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<TD><CODE><B><A HREF="../../../../../com/rapidminer/tools/math/container/KDTree.html#getNearestValues(int, double[])">getNearestValues</A></B>(int&nbsp;k,
                 double[]&nbsp;values)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This method returns a collection of the stored data values from the k nearest sample points.</TD>
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<A NAME="KDTree(int, com.rapidminer.tools.math.similarity.DistanceMeasure)"><!-- --></A><H3>
KDTree</H3>
<PRE>
public <B>KDTree</B>(int&nbsp;numberOfDimensions,
              <A HREF="../../../../../com/rapidminer/tools/math/similarity/DistanceMeasure.html" title="interface in com.rapidminer.tools.math.similarity">DistanceMeasure</A>&nbsp;distance)</PRE>
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<A NAME="add(double,java.lang.Object)"><!-- --></A><A NAME="add(double[], T)"><!-- --></A><H3>
add</H3>
<PRE>
public void <B>add</B>(double[]&nbsp;values,
                <A HREF="../../../../../com/rapidminer/tools/math/container/KDTree.html" title="type parameter in KDTree">T</A>&nbsp;storeValue)</PRE>
<DL>
<DD><B>Description copied from interface: <CODE><A HREF="../../../../../com/rapidminer/tools/math/container/GeometricDataCollection.html#add(double[], T)">GeometricDataCollection</A></CODE></B></DD>
<DD>This method has to be called in order to insert new values into the data structure
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../com/rapidminer/tools/math/container/GeometricDataCollection.html#add(double[], T)">add</A></CODE> in interface <CODE><A HREF="../../../../../com/rapidminer/tools/math/container/GeometricDataCollection.html" title="interface in com.rapidminer.tools.math.container">GeometricDataCollection</A>&lt;<A HREF="../../../../../com/rapidminer/tools/math/container/KDTree.html" title="type parameter in KDTree">T</A>&gt;</CODE></DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>values</CODE> - specifies the geometric coordinates in data space<DD><CODE>storeValue</CODE> - specifies the value at the given point</DL>
</DD>
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<A NAME="getNearestValues(int, double[])"><!-- --></A><H3>
getNearestValues</H3>
<PRE>
public java.util.Collection&lt;<A HREF="../../../../../com/rapidminer/tools/math/container/KDTree.html" title="type parameter in KDTree">T</A>&gt; <B>getNearestValues</B>(int&nbsp;k,
                                                double[]&nbsp;values)</PRE>
<DL>
<DD><B>Description copied from interface: <CODE><A HREF="../../../../../com/rapidminer/tools/math/container/GeometricDataCollection.html#getNearestValues(int, double[])">GeometricDataCollection</A></CODE></B></DD>
<DD>This method returns a collection of the stored data values from the k nearest sample points.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../com/rapidminer/tools/math/container/GeometricDataCollection.html#getNearestValues(int, double[])">getNearestValues</A></CODE> in interface <CODE><A HREF="../../../../../com/rapidminer/tools/math/container/GeometricDataCollection.html" title="interface in com.rapidminer.tools.math.container">GeometricDataCollection</A>&lt;<A HREF="../../../../../com/rapidminer/tools/math/container/KDTree.html" title="type parameter in KDTree">T</A>&gt;</CODE></DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>k</CODE> - the number of neighbours<DD><CODE>values</CODE> - the coordinate of the querry point in the sample dimension</DL>
</DD>
</DL>
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<A NAME="getNearestValueDistances(int, double[])"><!-- --></A><H3>
getNearestValueDistances</H3>
<PRE>
public java.util.Collection&lt;<A HREF="../../../../../com/rapidminer/tools/Tupel.html" title="class in com.rapidminer.tools">Tupel</A>&lt;java.lang.Double,<A HREF="../../../../../com/rapidminer/tools/math/container/KDTree.html" title="type parameter in KDTree">T</A>&gt;&gt; <B>getNearestValueDistances</B>(int&nbsp;k,
                                                                                double[]&nbsp;values)</PRE>
<DL>
<DD><B>Description copied from interface: <CODE><A HREF="../../../../../com/rapidminer/tools/math/container/GeometricDataCollection.html#getNearestValueDistances(int, double[])">GeometricDataCollection</A></CODE></B></DD>
<DD>This method returns a collection of data from the k nearest sample points.
 This collection consists of Tupels containing the distance from querrypoint
 to the samplepoint and in the second component the contained value of the sample
 point.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../com/rapidminer/tools/math/container/GeometricDataCollection.html#getNearestValueDistances(int, double[])">getNearestValueDistances</A></CODE> in interface <CODE><A HREF="../../../../../com/rapidminer/tools/math/container/GeometricDataCollection.html" title="interface in com.rapidminer.tools.math.container">GeometricDataCollection</A>&lt;<A HREF="../../../../../com/rapidminer/tools/math/container/KDTree.html" title="type parameter in KDTree">T</A>&gt;</CODE></DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>k</CODE> - the number of neighbours<DD><CODE>values</CODE> - the coordinate of the querry point in the sample dimension</DL>
</DD>
</DL>
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