mismo.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

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<A NAME="FILTER_NORMALIZE"><!-- --></A><H3>
FILTER_NORMALIZE</H3>
<PRE>
public static final int <B>FILTER_NORMALIZE</B></PRE>
<DL>
<DD>Normalize training data
<P>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../constant-values.html#weka.classifiers.mi.MISMO.FILTER_NORMALIZE">Constant Field Values</A></DL>
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<A NAME="FILTER_STANDARDIZE"><!-- --></A><H3>
FILTER_STANDARDIZE</H3>
<PRE>
public static final int <B>FILTER_STANDARDIZE</B></PRE>
<DL>
<DD>Standardize training data
<P>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../constant-values.html#weka.classifiers.mi.MISMO.FILTER_STANDARDIZE">Constant Field Values</A></DL>
</DL>
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<A NAME="FILTER_NONE"><!-- --></A><H3>
FILTER_NONE</H3>
<PRE>
public static final int <B>FILTER_NONE</B></PRE>
<DL>
<DD>No normalization/standardization
<P>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../constant-values.html#weka.classifiers.mi.MISMO.FILTER_NONE">Constant Field Values</A></DL>
</DL>
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<A NAME="TAGS_FILTER"><!-- --></A><H3>
TAGS_FILTER</H3>
<PRE>
public static final <A HREF="../../../weka/core/Tag.html" title="class in weka.core">Tag</A>[] <B>TAGS_FILTER</B></PRE>
<DL>
<DD>The filter to apply to the training data
<P>
<DL>
</DL>
</DL>

<!-- ========= CONSTRUCTOR DETAIL ======== -->

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<A NAME="MISMO()"><!-- --></A><H3>
MISMO</H3>
<PRE>
public <B>MISMO</B>()</PRE>
<DL>
</DL>

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<A NAME="globalInfo()"><!-- --></A><H3>
globalInfo</H3>
<PRE>
public java.lang.String <B>globalInfo</B>()</PRE>
<DL>
<DD>Returns a string describing classifier
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>a description suitable for
 displaying in the explorer/experimenter gui</DL>
</DD>
</DL>
<HR>

<A NAME="getTechnicalInformation()"><!-- --></A><H3>
getTechnicalInformation</H3>
<PRE>
public <A HREF="../../../weka/core/TechnicalInformation.html" title="class in weka.core">TechnicalInformation</A> <B>getTechnicalInformation</B>()</PRE>
<DL>
<DD>Returns an instance of a TechnicalInformation object, containing 
 detailed information about the technical background of this class,
 e.g., paper reference or book this class is based on.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../weka/core/TechnicalInformationHandler.html#getTechnicalInformation()">getTechnicalInformation</A></CODE> in interface <CODE><A HREF="../../../weka/core/TechnicalInformationHandler.html" title="interface in weka.core">TechnicalInformationHandler</A></CODE></DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>the technical information about this class</DL>
</DD>
</DL>
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<A NAME="turnChecksOff()"><!-- --></A><H3>
turnChecksOff</H3>
<PRE>
public void <B>turnChecksOff</B>()</PRE>
<DL>
<DD>Turns off checks for missing values, etc. Use with caution.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
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<A NAME="turnChecksOn()"><!-- --></A><H3>
turnChecksOn</H3>
<PRE>
public void <B>turnChecksOn</B>()</PRE>
<DL>
<DD>Turns on checks for missing values, etc.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
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<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 default capabilities of the classifier.
<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/classifiers/Classifier.html#getCapabilities()">getCapabilities</A></CODE> in class <CODE><A HREF="../../../weka/classifiers/Classifier.html" title="class in weka.classifiers">Classifier</A></CODE></DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>the capabilities of this classifier<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="getMultiInstanceCapabilities()"><!-- --></A><H3>
getMultiInstanceCapabilities</H3>
<PRE>
public <A HREF="../../../weka/core/Capabilities.html" title="class in weka.core">Capabilities</A> <B>getMultiInstanceCapabilities</B>()</PRE>
<DL>
<DD>Returns the capabilities of this multi-instance classifier for the
 relational data.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../weka/core/MultiInstanceCapabilitiesHandler.html#getMultiInstanceCapabilities()">getMultiInstanceCapabilities</A></CODE> in interface <CODE><A HREF="../../../weka/core/MultiInstanceCapabilitiesHandler.html" title="interface in weka.core">MultiInstanceCapabilitiesHandler</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="buildClassifier(weka.core.Instances)"><!-- --></A><H3>
buildClassifier</H3>
<PRE>
public void <B>buildClassifier</B>(<A HREF="../../../weka/core/Instances.html" title="class in weka.core">Instances</A>&nbsp;insts)
                     throws java.lang.Exception</PRE>
<DL>
<DD>Method for building the classifier. Implements a one-against-one
 wrapper for multi-class problems.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../weka/classifiers/Classifier.html#buildClassifier(weka.core.Instances)">buildClassifier</A></CODE> in class <CODE><A HREF="../../../weka/classifiers/Classifier.html" title="class in weka.classifiers">Classifier</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>insts</CODE> - the set of training instances
<DT><B>Throws:</B>
<DD><CODE>java.lang.Exception</CODE> - if the classifier can't be built successfully</DL>
</DD>
</DL>
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<A NAME="distributionForInstance(weka.core.Instance)"><!-- --></A><H3>
distributionForInstance</H3>
<PRE>
public double[] <B>distributionForInstance</B>(<A HREF="../../../weka/core/Instance.html" title="class in weka.core">Instance</A>&nbsp;inst)
                                 throws java.lang.Exception</PRE>
<DL>
<DD>Estimates class probabilities for given instance.
<P>
<DD><DL>
<DT><B>Overrides:</B><DD><CODE><A HREF="../../../weka/classifiers/Classifier.html#distributionForInstance(weka.core.Instance)">distributionForInstance</A></CODE> in class <CODE><A HREF="../../../weka/classifiers/Classifier.html" title="class in weka.classifiers">Classifier</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>inst</CODE> - the instance to compute the distribution for
<DT><B>Returns:</B><DD>the class probabilities
<DT><B>Throws:</B>
<DD><CODE>java.lang.Exception</CODE> - if computation fails</DL>
</DD>
</DL>
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<A NAME="pairwiseCoupling(double[][], double[][])"><!-- --></A><H3>
pairwiseCoupling</H3>
<PRE>
public double[] <B>pairwiseCoupling</B>(double[][]&nbsp;n,
                                 double[][]&nbsp;r)</PRE>
<DL>
<DD>Implements pairwise coupling.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>n</CODE> - the sum of weights used to train each model<DD><CODE>r</CODE> - the probability estimate from each model
<DT><B>Returns:</B><DD>the coupled estimates</DL>
</DD>
</DL>
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<A NAME="sparseWeights()"><!-- --></A><H3>
sparseWeights</H3>
<PRE>
public double[][][] <B>sparseWeights</B>()</PRE>
<DL>
<DD>Returns the weights in sparse format.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>the weights in sparse format</DL>
</DD>
</DL>
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<A NAME="sparseIndices()"><!-- --></A><H3>
sparseIndices</H3>
<PRE>
public int[][][] <B>sparseIndices</B>()</PRE>
<DL>
<DD>Returns the indices in sparse format.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>the indices in sparse format</DL>
</DD>
</DL>
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<A NAME="bias()"><!-- --></A><H3>
bias</H3>
<PRE>
public double[][] <B>bias</B>()</PRE>
<DL>
<DD>Returns the bias of each binary SMO.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>the bias of each binary SMO</DL>
</DD>
</DL>
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<A NAME="numClassAttributeValues()"><!-- --></A><H3>
numClassAttributeValues</H3>
<PRE>
public int <B>numClassAttributeValues</B>()</PRE>
<DL>
<DD>Returns the number of values of the class attribute.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>the number values of the class attribute</DL>
</DD>
</DL>
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<A NAME="classAttributeNames()"><!-- --></A><H3>
classAttributeNames</H3>
<PRE>
public java.lang.String[] <B>classAttributeNames</B>()</PRE>
<DL>
<DD>Returns the names of the class attributes.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>the names of the class attributes</DL>
</DD>
</DL>
<HR>

<A NAME="attributeNames()"><!-- --></A><H3>
attributeNames</H3>
<PRE>
public java.lang.String[][][] <B>attributeNames</B>()</PRE>
<DL>
<DD>Returns the attribute names.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>the attribute names</DL>
</DD>
</DL>
<HR>

<A NAME="listOptions()"><!-- --></A><H3>
listOptions</H3>
<PRE>
public java.util.Enumeration <B>listOptions</B>()</PRE>
<DL>
<DD>Returns an enumeration describing the available options.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../weka/core/OptionHandler.html#listOptions()">listOptions</A></CODE> in interface <CODE><A HREF="../../../weka/core/OptionHandler.html" title="interface in weka.core">OptionHandler</A></CODE><DT><B>Overrides:</B><DD><CODE><A HREF="../../../weka/classifiers/Classifier.html#listOptions()">listOptions</A></CODE> in class <CODE><A HREF="../../../weka/classifiers/Classifier.html" title="class in weka.classifiers">Classifier</A></CODE></DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>an enumeration of all the available options.</DL>