interquartilerange.html

weka是机器学习和数据挖掘领域最有影响力的开源项目之一

<DD><CODE>java.lang.IllegalArgumentException</CODE> - if an invalid range list is supplied</DL>
</DD>
</DL>
<HR>

<A NAME="setAttributeIndicesArray(int[])"><!-- --></A><H3>
setAttributeIndicesArray</H3>
<PRE>
public void <B>setAttributeIndicesArray</B>(int[]&nbsp;value)</PRE>
<DL>
<DD>Sets which attributes are to be used for interquartile calculations and
 outlier/extreme value detection (only numeric attributes among the 
 selection will be used).
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>value</CODE> - an array containing indexes of attributes to work on.
                        Since the array will typically come from a program, 
                        attributes are indexed from 0.
<DT><B>Throws:</B>
<DD><CODE>java.lang.IllegalArgumentException</CODE> - if an invalid set of ranges is supplied</DL>
</DD>
</DL>
<HR>

<A NAME="outlierFactorTipText()"><!-- --></A><H3>
outlierFactorTipText</H3>
<PRE>
public java.lang.String <B>outlierFactorTipText</B>()</PRE>
<DL>
<DD>Returns the tip text for this property
<P>
<DD><DL>

<DT><B>Returns:</B><DD>tip text for this property suitable for
                        displaying in the explorer/experimenter gui</DL>
</DD>
</DL>
<HR>

<A NAME="setOutlierFactor(double)"><!-- --></A><H3>
setOutlierFactor</H3>
<PRE>
public void <B>setOutlierFactor</B>(double&nbsp;value)</PRE>
<DL>
<DD>Sets the factor for determining the thresholds for outliers.
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>value</CODE> - the factor.</DL>
</DD>
</DL>
<HR>

<A NAME="getOutlierFactor()"><!-- --></A><H3>
getOutlierFactor</H3>
<PRE>
public double <B>getOutlierFactor</B>()</PRE>
<DL>
<DD>Gets the factor for determining the thresholds for outliers.
<P>
<DD><DL>

<DT><B>Returns:</B><DD>the factor.</DL>
</DD>
</DL>
<HR>

<A NAME="extremeValuesFactorTipText()"><!-- --></A><H3>
extremeValuesFactorTipText</H3>
<PRE>
public java.lang.String <B>extremeValuesFactorTipText</B>()</PRE>
<DL>
<DD>Returns the tip text for this property
<P>
<DD><DL>

<DT><B>Returns:</B><DD>tip text for this property suitable for
                        displaying in the explorer/experimenter gui</DL>
</DD>
</DL>
<HR>

<A NAME="setExtremeValuesFactor(double)"><!-- --></A><H3>
setExtremeValuesFactor</H3>
<PRE>
public void <B>setExtremeValuesFactor</B>(double&nbsp;value)</PRE>
<DL>
<DD>Sets the factor for determining the thresholds for extreme values.
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>value</CODE> - the factor.</DL>
</DD>
</DL>
<HR>

<A NAME="getExtremeValuesFactor()"><!-- --></A><H3>
getExtremeValuesFactor</H3>
<PRE>
public double <B>getExtremeValuesFactor</B>()</PRE>
<DL>
<DD>Gets the factor for determining the thresholds for extreme values.
<P>
<DD><DL>

<DT><B>Returns:</B><DD>the factor.</DL>
</DD>
</DL>
<HR>

<A NAME="extremeValuesAsOutliersTipText()"><!-- --></A><H3>
extremeValuesAsOutliersTipText</H3>
<PRE>
public java.lang.String <B>extremeValuesAsOutliersTipText</B>()</PRE>
<DL>
<DD>Returns the tip text for this property
<P>
<DD><DL>

<DT><B>Returns:</B><DD>tip text for this property suitable for
                        displaying in the explorer/experimenter gui</DL>
</DD>
</DL>
<HR>

<A NAME="setExtremeValuesAsOutliers(boolean)"><!-- --></A><H3>
setExtremeValuesAsOutliers</H3>
<PRE>
public void <B>setExtremeValuesAsOutliers</B>(boolean&nbsp;value)</PRE>
<DL>
<DD>Set whether extreme values are also tagged as outliers.
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>value</CODE> - whether or not to tag extreme values also as outliers.</DL>
</DD>
</DL>
<HR>

<A NAME="getExtremeValuesAsOutliers()"><!-- --></A><H3>
getExtremeValuesAsOutliers</H3>
<PRE>
public boolean <B>getExtremeValuesAsOutliers</B>()</PRE>
<DL>
<DD>Get whether extreme values are also tagged as outliers.
<P>
<DD><DL>

<DT><B>Returns:</B><DD>true if extreme values are also tagged as outliers.</DL>
</DD>
</DL>
<HR>

<A NAME="detectionPerAttributeTipText()"><!-- --></A><H3>
detectionPerAttributeTipText</H3>
<PRE>
public java.lang.String <B>detectionPerAttributeTipText</B>()</PRE>
<DL>
<DD>Returns the tip text for this property
<P>
<DD><DL>

<DT><B>Returns:</B><DD>tip text for this property suitable for
                        displaying in the explorer/experimenter gui</DL>
</DD>
</DL>
<HR>

<A NAME="setDetectionPerAttribute(boolean)"><!-- --></A><H3>
setDetectionPerAttribute</H3>
<PRE>
public void <B>setDetectionPerAttribute</B>(boolean&nbsp;value)</PRE>
<DL>
<DD>Set whether an Outlier/ExtremeValue attribute pair is generated for 
 each numeric attribute ("true") or just one pair for all numeric 
 attributes together ("false").
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>value</CODE> - whether or not to generate indicator attribute pairs 
                        for each numeric attribute.</DL>
</DD>
</DL>
<HR>

<A NAME="getDetectionPerAttribute()"><!-- --></A><H3>
getDetectionPerAttribute</H3>
<PRE>
public boolean <B>getDetectionPerAttribute</B>()</PRE>
<DL>
<DD>Gets whether an Outlier/ExtremeValue attribute pair is generated for 
 each numeric attribute ("true") or just one pair for all numeric 
 attributes together ("false").
<P>
<DD><DL>

<DT><B>Returns:</B><DD>true if indicator attribute pairs are generated for
                        each numeric attribute.</DL>
</DD>
</DL>
<HR>

<A NAME="outputOffsetMultiplierTipText()"><!-- --></A><H3>
outputOffsetMultiplierTipText</H3>
<PRE>
public java.lang.String <B>outputOffsetMultiplierTipText</B>()</PRE>
<DL>
<DD>Returns the tip text for this property
<P>
<DD><DL>

<DT><B>Returns:</B><DD>tip text for this property suitable for
                        displaying in the explorer/experimenter gui</DL>
</DD>
</DL>
<HR>

<A NAME="setOutputOffsetMultiplier(boolean)"><!-- --></A><H3>
setOutputOffsetMultiplier</H3>
<PRE>
public void <B>setOutputOffsetMultiplier</B>(boolean&nbsp;value)</PRE>
<DL>
<DD>Set whether an additional attribute "Offset" is generated per 
 Outlier/ExtremeValue attribute pair that lists the multiplier the value
 is off the median: value = median + 'multiplier' * IQR.
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>value</CODE> - whether or not to generate the additional attribute.</DL>
</DD>
</DL>
<HR>

<A NAME="getOutputOffsetMultiplier()"><!-- --></A><H3>
getOutputOffsetMultiplier</H3>
<PRE>
public boolean <B>getOutputOffsetMultiplier</B>()</PRE>
<DL>
<DD>Gets whether an additional attribute "Offset" is generated per 
 Outlier/ExtremeValue attribute pair that lists the multiplier the value
 is off the median: value = median + 'multiplier' * IQR.
<P>
<DD><DL>

<DT><B>Returns:</B><DD>true if the additional attribute is generated.</DL>
</DD>
</DL>
<HR>

<A NAME="getCapabilities()"><!-- --></A><H3>
getCapabilities</H3>
<PRE>
public <A HREF="../../../../weka/core/Capabilities.html" title="class in weka.core">Capabilities</A> <B>getCapabilities</B>()</PRE>
<DL>
<DD>Returns the Capabilities of this filter.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../weka/core/CapabilitiesHandler.html#getCapabilities()">getCapabilities</A></CODE> in interface <CODE><A HREF="../../../../weka/core/CapabilitiesHandler.html" title="interface in weka.core">CapabilitiesHandler</A></CODE><DT><B>Overrides:</B><DD><CODE><A HREF="../../../../weka/filters/Filter.html#getCapabilities()">getCapabilities</A></CODE> in class <CODE><A HREF="../../../../weka/filters/Filter.html" title="class in weka.filters">Filter</A></CODE></DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>the capabilities of this object<DT><B>See Also:</B><DD><A HREF="../../../../weka/core/Capabilities.html" title="class in weka.core"><CODE>Capabilities</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="main(java.lang.String[])"><!-- --></A><H3>
main</H3>
<PRE>
public static void <B>main</B>(java.lang.String[]&nbsp;args)</PRE>
<DL>
<DD>Main method for testing this class.
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>args</CODE> - should contain arguments to the filter: use -h for help</DL>
</DD>
</DL>
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