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HREF="#constructor_summary">CONSTR</A> | <A HREF="#method_summary">METHOD</A></FONT></TD><TD VALIGN="top" CLASS="NavBarCell3"><FONT SIZE="-2">DETAIL: FIELD | <A HREF="#constructor_detail">CONSTR</A> | <A HREF="#method_detail">METHOD</A></FONT></TD></TR></TABLE><A NAME="skip-navbar_top"></A><!-- ========= END OF TOP NAVBAR ========= --><HR><!-- ======== START OF CLASS DATA ======== --><H2><FONT SIZE="-1">weka.classifiers</FONT><BR>Class Classifier</H2><PRE>java.lang.Object <IMG SRC="../../resources/inherit.gif" ALT="extended by "><B>weka.classifiers.Classifier</B></PRE><DL><DT><B>All Implemented Interfaces:</B> <DD>java.io.Serializable, java.lang.Cloneable, <A HREF="../../weka/core/CapabilitiesHandler.html" title="interface in weka.core">CapabilitiesHandler</A>, <A HREF="../../weka/core/OptionHandler.html" title="interface in weka.core">OptionHandler</A>, <A HREF="../../weka/core/RevisionHandler.html" title="interface in weka.core">RevisionHandler</A></DD></DL><DL><DT><B>Direct Known Subclasses:</B> <DD><A HREF="../../weka/classifiers/trees/ADTree.html" title="class in weka.classifiers.trees">ADTree</A>, <A HREF="../../weka/classifiers/bayes/AODE.html" title="class in weka.classifiers.bayes">AODE</A>, <A HREF="../../weka/classifiers/bayes/AODEsr.html" title="class in weka.classifiers.bayes">AODEsr</A>, <A HREF="../../weka/classifiers/bayes/BayesianLogisticRegression.html" title="class in weka.classifiers.bayes">BayesianLogisticRegression</A>, <A HREF="../../weka/classifiers/bayes/BayesNet.html" title="class in weka.classifiers.bayes">BayesNet</A>, <A HREF="../../weka/classifiers/mi/CitationKNN.html" title="class in weka.classifiers.mi">CitationKNN</A>, <A HREF="../../weka/classifiers/meta/ClassificationViaClustering.html" title="class in weka.classifiers.meta">ClassificationViaClustering</A>, <A HREF="../../weka/classifiers/bayes/ComplementNaiveBayes.html" title="class in weka.classifiers.bayes">ComplementNaiveBayes</A>, <A 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weka.classifiers.lazy">LBR</A>, <A HREF="../../weka/classifiers/functions/LeastMedSq.html" title="class in weka.classifiers.functions">LeastMedSq</A>, <A HREF="../../weka/classifiers/functions/LibSVM.html" title="class in weka.classifiers.functions">LibSVM</A>, <A HREF="../../weka/classifiers/functions/LinearRegression.html" title="class in weka.classifiers.functions">LinearRegression</A>, <A HREF="../../weka/classifiers/trees/LMT.html" title="class in weka.classifiers.trees">LMT</A>, <A HREF="../../weka/classifiers/functions/Logistic.html" title="class in weka.classifiers.functions">Logistic</A>, <A HREF="../../weka/classifiers/trees/lmt/LogisticBase.html" title="class in weka.classifiers.trees.lmt">LogisticBase</A>, <A HREF="../../weka/classifiers/trees/m5/M5Base.html" title="class in weka.classifiers.trees.m5">M5Base</A>, <A HREF="../../weka/classifiers/mi/MDD.html" title="class in weka.classifiers.mi">MDD</A>, <A HREF="../../weka/classifiers/mi/MIDD.html" title="class in weka.classifiers.mi">MIDD</A>, <A HREF="../../weka/classifiers/mi/MILR.html" title="class in weka.classifiers.mi">MILR</A>, <A HREF="../../weka/classifiers/misc/MinMaxExtension.html" title="class in weka.classifiers.misc">MinMaxExtension</A>, <A HREF="../../weka/classifiers/mi/MINND.html" title="class in weka.classifiers.mi">MINND</A>, <A HREF="../../weka/classifiers/mi/MIOptimalBall.html" title="class in weka.classifiers.mi">MIOptimalBall</A>, <A HREF="../../weka/classifiers/mi/MISMO.html" title="class in weka.classifiers.mi">MISMO</A>, <A HREF="../../weka/classifiers/mi/MISVM.html" title="class in weka.classifiers.mi">MISVM</A>, <A HREF="../../weka/classifiers/functions/MultilayerPerceptron.html" title="class in weka.classifiers.functions">MultilayerPerceptron</A>, <A HREF="../../weka/classifiers/MultipleClassifiersCombiner.html" title="class in weka.classifiers">MultipleClassifiersCombiner</A>, <A HREF="../../weka/classifiers/bayes/NaiveBayes.html" title="class in weka.classifiers.bayes">NaiveBayes</A>, <A HREF="../../weka/classifiers/bayes/NaiveBayesMultinomial.html" title="class in weka.classifiers.bayes">NaiveBayesMultinomial</A>, <A HREF="../../weka/classifiers/bayes/NaiveBayesSimple.html" title="class in weka.classifiers.bayes">NaiveBayesSimple</A>, <A HREF="../../weka/classifiers/trees/NBTree.html" title="class in weka.classifiers.trees">NBTree</A>, <A HREF="../../weka/classifiers/rules/NNge.html" title="class in weka.classifiers.rules">NNge</A>, <A HREF="../../weka/classifiers/rules/OneR.html" title="class in weka.classifiers.rules">OneR</A>, <A HREF="../../weka/classifiers/misc/monotone/OSDLCore.html" title="class in weka.classifiers.misc.monotone">OSDLCore</A>, <A HREF="../../weka/classifiers/functions/PaceRegression.html" title="class in weka.classifiers.functions">PaceRegression</A>, <A HREF="../../weka/classifiers/rules/PART.html" title="class in weka.classifiers.rules">PART</A>, <A HREF="../../weka/classifiers/functions/PLSClassifier.html" title="class in weka.classifiers.functions">PLSClassifier</A>, <A HREF="../../weka/classifiers/trees/m5/PreConstructedLinearModel.html" title="class in weka.classifiers.trees.m5">PreConstructedLinearModel</A>, <A HREF="../../weka/classifiers/rules/Prism.html" title="class in weka.classifiers.rules">Prism</A>, <A HREF="../../weka/classifiers/trees/RandomForest.html" title="class in weka.classifiers.trees">RandomForest</A>, <A HREF="../../weka/classifiers/RandomizableClassifier.html" title="class in weka.classifiers">RandomizableClassifier</A>, <A HREF="../../weka/classifiers/trees/RandomTree.html" title="class in weka.classifiers.trees">RandomTree</A>, <A HREF="../../weka/classifiers/functions/RBFNetwork.html" title="class in weka.classifiers.functions">RBFNetwork</A>, <A HREF="../../weka/classifiers/trees/REPTree.html" title="class in weka.classifiers.trees">REPTree</A>, <A HREF="../../weka/classifiers/rules/Ridor.html" title="class in weka.classifiers.rules">Ridor</A>, <A HREF="../../weka/classifiers/trees/m5/RuleNode.html" title="class in weka.classifiers.trees.m5">RuleNode</A>, <A HREF="../../weka/classifiers/misc/SerializedClassifier.html" title="class in weka.classifiers.misc">SerializedClassifier</A>, <A HREF="../../weka/classifiers/functions/SimpleLinearRegression.html" title="class in weka.classifiers.functions">SimpleLinearRegression</A>, <A HREF="../../weka/classifiers/functions/SimpleLogistic.html" title="class in weka.classifiers.functions">SimpleLogistic</A>, <A HREF="../../weka/classifiers/SingleClassifierEnhancer.html" title="class in weka.classifiers">SingleClassifierEnhancer</A>, <A HREF="../../weka/classifiers/functions/SMO.html" title="class in weka.classifiers.functions">SMO</A>, <A HREF="../../weka/classifiers/functions/SMOreg.html" title="class in weka.classifiers.functions">SMOreg</A>, <A HREF="../../weka/classifiers/functions/SVMreg.html" title="class in weka.classifiers.functions">SVMreg</A>, <A HREF="../../weka/classifiers/trees/UserClassifier.html" title="class in weka.classifiers.trees">UserClassifier</A>, <A HREF="../../weka/classifiers/misc/VFI.html" title="class in weka.classifiers.misc">VFI</A>, <A HREF="../../weka/classifiers/functions/VotedPerceptron.html" title="class in weka.classifiers.functions">VotedPerceptron</A>, <A HREF="../../weka/classifiers/bayes/WAODE.html" title="class in weka.classifiers.bayes">WAODE</A>, <A HREF="../../weka/classifiers/functions/Winnow.html" title="class in weka.classifiers.functions">Winnow</A>, <A HREF="../../weka/classifiers/rules/ZeroR.html" title="class in weka.classifiers.rules">ZeroR</A></DD></DL><HR><DL><DT><PRE>public abstract class <B>Classifier</B><DT>extends java.lang.Object<DT>implements java.lang.Cloneable, java.io.Serializable, <A HREF="../../weka/core/OptionHandler.html" title="interface in weka.core">OptionHandler</A>, <A HREF="../../weka/core/CapabilitiesHandler.html" title="interface in weka.core">CapabilitiesHandler</A>, <A HREF="../../weka/core/RevisionHandler.html" title="interface in weka.core">RevisionHandler</A></DL></PRE><P>Abstract classifier. All schemes for numeric or nominal prediction in Weka extend this class. Note that a classifier MUST either implement distributionForInstance() or classifyInstance().<P><P><DL><DT><B>Version:</B></DT> <DD>$Revision: 1.18 $</DD><DT><B>Author:</B></DT> <DD>Eibe Frank (eibe@cs.waikato.ac.nz), Len Trigg (trigg@cs.waikato.ac.nz)</DD><DT><B>See Also:</B><DD><A HREF="../../serialized-form.html#weka.classifiers.Classifier">Serialized Form</A></DL><HR><P><!-- ======== CONSTRUCTOR SUMMARY ======== --><A NAME="constructor_summary"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2"><B>Constructor Summary</B></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><B><A HREF="../../weka/classifiers/Classifier.html#Classifier()">Classifier</A></B>()</CODE><BR> </TD></TR></TABLE> <!-- ========== METHOD SUMMARY =========== --><A NAME="method_summary"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2"><B>Method Summary</B></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>abstract void</CODE></FONT></TD><TD><CODE><B><A HREF="../../weka/classifiers/Classifier.html#buildClassifier(weka.core.Instances)">buildClassifier</A></B>(<A HREF="../../weka/core/Instances.html" title="class in weka.core">Instances</A> data)</CODE><BR> Generates a classifier.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> double</CODE></FONT></TD><TD><CODE><B><A HREF="../../weka/classifiers/Classifier.html#classifyInstance(weka.core.Instance)">classifyInstance</A></B>(<A HREF="../../weka/core/Instance.html" title="class in weka.core">Instance</A> instance)</CODE><BR> Classifies the given test instance.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.lang.String</CODE></FONT></TD><TD><CODE><B><A HREF="../../weka/classifiers/Classifier.html#debugTipText()">debugTipText</A></B>()</CODE><BR> Returns the tip text for this property</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> double[]</CODE></FONT></TD><TD><CODE><B><A HREF="../../weka/classifiers/Classifier.html#distributionForInstance(weka.core.Instance)">distributionForInstance</A></B>(<A HREF="../../weka/core/Instance.html" title="class in weka.core">Instance</A> instance)</CODE><BR> Predicts the class memberships for a given instance.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>static <A HREF="../../weka/classifiers/Classifier.html" title="class in weka.classifiers">Classifier</A></CODE></FONT></TD><TD><CODE><B><A HREF="../../weka/classifiers/Classifier.html#forName(java.lang.String, java.lang.String[])">forName</A></B>(java.lang.String classifierName, java.lang.String[] options)</CODE><BR> Creates a new instance of a classifier given it's class name and (optional) arguments to pass to it's setOptions method.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> <A HREF="../../weka/core/Capabilities.html" title="class in weka.core">Capabilities</A></CODE></FONT></TD><TD><CODE><B><A HREF="../../weka/classifiers/Classifier.html#getCapabilities()">getCapabilities</A></B>()</CODE><BR> Returns the Capabilities of this classifier.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> boolean</CODE></FONT></TD><TD><CODE><B><A HREF="../../weka/classifiers/Classifier.html#getDebug()">getDebug</A></B>()</CODE><BR> Get whether debugging is turned on.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.lang.String[]</CODE></FONT></TD><TD><CODE><B><A HREF="../../weka/classifiers/Classifier.html#getOptions()">getOptions</A></B>()</CODE><BR> Gets the current settings of the Classifier.</TD>⌨️ 快捷键说明
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