predictionmodel.html
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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"><!--NewPage--><HTML><HEAD><!-- Generated by javadoc (build 1.5.0_13) on Mon Jul 14 01:36:27 CEST 2008 --><TITLE>PredictionModel (RapidMiner Class Documentation)</TITLE><META NAME="keywords" CONTENT="com.rapidminer.operator.learner.PredictionModel class"><LINK REL ="stylesheet" TYPE="text/css" HREF="../../../../stylesheet.css" TITLE="Style"><SCRIPT type="text/javascript">function windowTitle(){ parent.document.title="PredictionModel (RapidMiner Class Documentation)";}</SCRIPT><NOSCRIPT></NOSCRIPT></HEAD><BODY BGCOLOR="white" onload="windowTitle();"><!-- ========= START OF TOP NAVBAR ======= --><A NAME="navbar_top"><!-- --></A><A HREF="#skip-navbar_top" title="Skip navigation links"></A><TABLE BORDER="0" WIDTH="100%" CELLPADDING="1" CELLSPACING="0" SUMMARY=""><TR><TD COLSPAN=2 BGCOLOR="#EEEEFF" CLASS="NavBarCell1"><A NAME="navbar_top_firstrow"><!-- --></A><TABLE BORDER="0" 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//--></SCRIPT><NOSCRIPT> <A HREF="../../../../allclasses-noframe.html"><B>All Classes</B></A></NOSCRIPT></FONT></TD></TR><TR><TD VALIGN="top" CLASS="NavBarCell3"><FONT SIZE="-2"> SUMMARY: NESTED | FIELD | <A 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">com.rapidminer.operator.learner</FONT><BR>Class PredictionModel</H2><PRE>java.lang.Object <IMG SRC="../../../../resources/inherit.gif" ALT="extended by "><A HREF="../../../../com/rapidminer/operator/AbstractIOObject.html" title="class in com.rapidminer.operator">com.rapidminer.operator.AbstractIOObject</A> <IMG SRC="../../../../resources/inherit.gif" ALT="extended by "><A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html" title="class in com.rapidminer.operator">com.rapidminer.operator.ResultObjectAdapter</A> <IMG SRC="../../../../resources/inherit.gif" ALT="extended by "><A HREF="../../../../com/rapidminer/operator/AbstractModel.html" title="class in com.rapidminer.operator">com.rapidminer.operator.AbstractModel</A> <IMG SRC="../../../../resources/inherit.gif" ALT="extended by "><B>com.rapidminer.operator.learner.PredictionModel</B></PRE><DL><DT><B>All Implemented Interfaces:</B> <DD><A HREF="../../../../com/rapidminer/operator/IOObject.html" title="interface in com.rapidminer.operator">IOObject</A>, <A HREF="../../../../com/rapidminer/operator/Model.html" title="interface in com.rapidminer.operator">Model</A>, <A HREF="../../../../com/rapidminer/operator/ResultObject.html" title="interface in com.rapidminer.operator">ResultObject</A>, <A HREF="../../../../com/rapidminer/operator/Saveable.html" title="interface in com.rapidminer.operator">Saveable</A>, <A HREF="../../../../com/rapidminer/report/Readable.html" title="interface in com.rapidminer.report">Readable</A>, <A HREF="../../../../com/rapidminer/report/Reportable.html" title="interface in com.rapidminer.report">Reportable</A>, <A HREF="../../../../com/rapidminer/tools/LoggingHandler.html" title="interface in com.rapidminer.tools">LoggingHandler</A>, java.io.Serializable</DD></DL><DL><DT><B>Direct Known Subclasses:</B> <DD><A HREF="../../../../com/rapidminer/operator/learner/meta/AdaBoostModel.html" title="class in com.rapidminer.operator.learner.meta">AdaBoostModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/AdditiveRegressionModel.html" title="class in com.rapidminer.operator.learner.meta">AdditiveRegressionModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/lazy/AttributeBasedVotingModel.html" title="class in com.rapidminer.operator.learner.lazy">AttributeBasedVotingModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/BaggingModel.html" title="class in com.rapidminer.operator.learner.meta">BaggingModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/BayBoostModel.html" title="class in com.rapidminer.operator.learner.meta">BayBoostModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/Binary2MultiClassModel.html" title="class in com.rapidminer.operator.learner.meta">Binary2MultiClassModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/lazy/DefaultModel.html" title="class in com.rapidminer.operator.learner.lazy">DefaultModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/bayes/DistributionModel.html" title="class in com.rapidminer.operator.learner.bayes">DistributionModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/igss/hypothesis/GSSModel.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">GSSModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/functions/kernel/hyperhyper/HyperModel.html" title="class in com.rapidminer.operator.learner.functions.kernel.hyperhyper">HyperModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/functions/kernel/KernelModel.html" title="class in com.rapidminer.operator.learner.functions.kernel">KernelModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/lazy/KNNClassificationModel.html" title="class in com.rapidminer.operator.learner.lazy">KNNClassificationModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/lazy/KNNRegressionModel.html" title="class in com.rapidminer.operator.learner.lazy">KNNRegressionModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/MetaCostModel.html" title="class in com.rapidminer.operator.learner.meta">MetaCostModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/MultiModel.html" title="class in com.rapidminer.operator.learner.meta">MultiModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/MultiModelByRegression.html" title="class in com.rapidminer.operator.learner.meta">MultiModelByRegression</A>, <A HREF="../../../../com/rapidminer/operator/learner/functions/neuralnet/NeuralNetModel.html" title="class in com.rapidminer.operator.learner.functions.neuralnet">NeuralNetModel</A>, <A HREF="../../../../com/rapidminer/operator/postprocessing/PlattScalingModel.html" title="class in com.rapidminer.operator.postprocessing">PlattScalingModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/RelativeRegressionModel.html" title="class in com.rapidminer.operator.learner.meta">RelativeRegressionModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/SDEnsemble.html" title="class in com.rapidminer.operator.learner.meta">SDEnsemble</A>, <A HREF="../../../../com/rapidminer/operator/learner/SimpleBinaryPredictionModel.html" title="class in com.rapidminer.operator.learner">SimpleBinaryPredictionModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/SimplePredictionModel.html" title="class in com.rapidminer.operator.learner">SimplePredictionModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/StackingModel.html" title="class in com.rapidminer.operator.learner.meta">StackingModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/ThresholdModel.html" title="class in com.rapidminer.operator.learner.meta">ThresholdModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/meta/TransformedRegressionModel.html" title="class in com.rapidminer.operator.learner.meta">TransformedRegressionModel</A>, <A HREF="../../../../com/rapidminer/operator/learner/weka/WekaClassifier.html" title="class in com.rapidminer.operator.learner.weka">WekaClassifier</A></DD></DL><HR><DL><DT><PRE>public abstract class <B>PredictionModel</B><DT>extends <A HREF="../../../../com/rapidminer/operator/AbstractModel.html" title="class in com.rapidminer.operator">AbstractModel</A></DL></PRE><P>PredictionModel is the superclass for all objects generated by learners, i.e. it can be used to create a prediction for a given example set.<P><P><DL><DT><B>Version:</B></DT> <DD>$Id: PredictionModel.java,v 1.14 2008/06/04 11:33:10 ingomierswa Exp $</DD><DT><B>Author:</B></DT> <DD>Ingo Mierswa</DD><DT><B>See Also:</B><DD><A HREF="../../../../serialized-form.html#com.rapidminer.operator.learner.PredictionModel">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 ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>protected </CODE></FONT></TD><TD><CODE><B><A HREF="../../../../com/rapidminer/operator/learner/PredictionModel.html#PredictionModel(com.rapidminer.example.ExampleSet)">PredictionModel</A></B>(<A HREF="../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A> trainingExampleSet)</CODE><BR> Created a new prediction model which was built on the given example set.</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> <A HREF="../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A></CODE></FONT></TD><TD><CODE><B><A HREF="../../../../com/rapidminer/operator/learner/PredictionModel.html#apply(com.rapidminer.example.ExampleSet)">apply</A></B>(<A HREF="../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A> exampleSet)</CODE><BR> Applies the model by creating a predicted label attribue and setting the predicted label values.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>protected void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../com/rapidminer/operator/learner/PredictionModel.html#checkCompatibility(com.rapidminer.example.ExampleSet)">checkCompatibility</A></B>(<A HREF="../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A> exampleSet)</CODE><BR> This method is invoked before the model is actually applied.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>static void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../com/rapidminer/operator/learner/PredictionModel.html#copyPredictedLabel(com.rapidminer.example.ExampleSet, com.rapidminer.example.ExampleSet)">copyPredictedLabel</A></B>(<A HREF="../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A> source, <A HREF="../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A> destination)</CODE><BR> Copies the predicted label from the source example set to the destination example set.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>static <A HREF="../../../../com/rapidminer/example/Attribute.html" title="interface in com.rapidminer.example">Attribute</A></CODE></FONT></TD><TD><CODE><B><A HREF="../../../../com/rapidminer/operator/learner/PredictionModel.html#createPredictedLabel(com.rapidminer.example.ExampleSet, com.rapidminer.example.Attribute)">createPredictedLabel</A></B>(<A HREF="../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A> exampleSet, <A HREF="../../../../com/rapidminer/example/Attribute.html" title="interface in com.rapidminer.example">Attribute</A> label)</CODE>⌨️ 快捷键说明
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