model.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 01:36:20 CEST 2008 --><TITLE>Model (RapidMiner Class Documentation)</TITLE><META NAME="keywords" CONTENT="com.rapidminer.operator.Model interface"><LINK REL ="stylesheet" TYPE="text/css" HREF="../../../stylesheet.css" TITLE="Style"><SCRIPT type="text/javascript">function windowTitle(){ parent.document.title="Model (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" CELLPADDING="0" CELLSPACING="3" SUMMARY=""> <TR ALIGN="center" VALIGN="top"> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="../../../overview-summary.html"><FONT CLASS="NavBarFont1"><B>Overview</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="package-summary.html"><FONT CLASS="NavBarFont1"><B>Package</B></FONT></A> </TD> <TD BGCOLOR="#FFFFFF" CLASS="NavBarCell1Rev"> <FONT CLASS="NavBarFont1Rev"><B>Class</B></FONT> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="class-use/Model.html"><FONT CLASS="NavBarFont1"><B>Use</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="package-tree.html"><FONT CLASS="NavBarFont1"><B>Tree</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="../../../deprecated-list.html"><FONT CLASS="NavBarFont1"><B>Deprecated</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="../../../index-all.html"><FONT CLASS="NavBarFont1"><B>Index</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="../../../help-doc.html"><FONT CLASS="NavBarFont1"><B>Help</B></FONT></A> </TD> </TR></TABLE></TD><TD ALIGN="right" VALIGN="top" ROWSPAN=3><EM></EM></TD></TR><TR><TD BGCOLOR="white" CLASS="NavBarCell2"><FONT SIZE="-2"> <A HREF="../../../com/rapidminer/operator/MissingIOObjectException.html" title="class in com.rapidminer.operator"><B>PREV CLASS</B></A> <A HREF="../../../com/rapidminer/operator/ModelApplier.html" title="class in com.rapidminer.operator"><B>NEXT CLASS</B></A></FONT></TD><TD BGCOLOR="white" CLASS="NavBarCell2"><FONT SIZE="-2"> <A HREF="../../../index.html?com/rapidminer/operator/Model.html" target="_top"><B>FRAMES</B></A> <A HREF="Model.html" target="_top"><B>NO FRAMES</B></A> <SCRIPT type="text/javascript"> <!-- if(window==top) { document.writeln('<A HREF="../../../allclasses-noframe.html"><B>All Classes</B></A>'); } //--></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 | CONSTR | <A HREF="#method_summary">METHOD</A></FONT></TD><TD VALIGN="top" CLASS="NavBarCell3"><FONT SIZE="-2">DETAIL: FIELD | CONSTR | <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</FONT><BR>Interface Model</H2><DL><DT><B>All Superinterfaces:</B> <DD><A HREF="../../../com/rapidminer/operator/IOObject.html" title="interface in com.rapidminer.operator">IOObject</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/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>, java.io.Serializable</DD></DL><DL><DT><B>All Known Subinterfaces:</B> <DD><A HREF="../../../com/rapidminer/operator/ViewModel.html" title="interface in com.rapidminer.operator">ViewModel</A></DD></DL><DL><DT><B>All Known Implementing Classes:</B> <DD><A HREF="../../../com/rapidminer/operator/AbstractModel.html" title="class in com.rapidminer.operator">AbstractModel</A>, <A HREF="../../../com/rapidminer/operator/learner/functions/kernel/AbstractMySVMModel.html" title="class in com.rapidminer.operator.learner.functions.kernel">AbstractMySVMModel</A>, <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/rules/ConjunctiveRuleModel.html" title="class in com.rapidminer.operator.learner.rules">ConjunctiveRuleModel</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/features/transformation/DimensionalityReducerModel.html" title="class in com.rapidminer.operator.features.transformation">DimensionalityReducerModel</A>, <A HREF="../../../com/rapidminer/operator/preprocessing/discretization/DiscretizationModel.html" title="class in com.rapidminer.operator.preprocessing.discretization">DiscretizationModel</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/functions/kernel/evosvm/EvoSVMModel.html" title="class in com.rapidminer.operator.learner.functions.kernel.evosvm">EvoSVMModel</A>, <A HREF="../../../com/rapidminer/operator/features/transformation/FastICAModel.html" title="class in com.rapidminer.operator.features.transformation">FastICAModel</A>, <A HREF="../../../com/rapidminer/operator/features/transformation/GHAModel.html" title="class in com.rapidminer.operator.features.transformation">GHAModel</A>, <A HREF="../../../com/rapidminer/operator/learner/functions/kernel/GPModel.html" title="class in com.rapidminer.operator.learner.functions.kernel">GPModel</A>, <A HREF="../../../com/rapidminer/operator/GroupedModel.html" title="class in com.rapidminer.operator">GroupedModel</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/HyperplaneModel.html" title="class in com.rapidminer.operator.learner.functions">HyperplaneModel</A>, <A HREF="../../../com/rapidminer/operator/learner/functions/kernel/JMySVMModel.html" title="class in com.rapidminer.operator.learner.functions.kernel">JMySVMModel</A>, <A HREF="../../../com/rapidminer/operator/learner/functions/kernel/KernelLogisticRegressionModel.html" title="class in com.rapidminer.operator.learner.functions.kernel">KernelLogisticRegressionModel</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/features/transformation/KernelPCAModel.html" title="class in com.rapidminer.operator.features.transformation">KernelPCAModel</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/functions/kernel/LibSVMModel.html" title="class in com.rapidminer.operator.learner.functions.kernel">LibSVMModel</A>, <A HREF="../../../com/rapidminer/operator/learner/functions/LinearRegressionModel.html" title="class in com.rapidminer.operator.learner.functions">LinearRegressionModel</A>, <A HREF="../../../com/rapidminer/operator/learner/functions/LogisticRegressionModel.html" title="class in com.rapidminer.operator.learner.functions">LogisticRegressionModel</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/preprocessing/normalization/MinMaxNormalizationModel.html" title="class in com.rapidminer.operator.preprocessing.normalization">MinMaxNormalizationModel</A>, <A HREF="../../../com/rapidminer/operator/learner/tree/MultiCriterionDecisionStumps.DecisionStumpModel.html" title="class in com.rapidminer.operator.learner.tree">MultiCriterionDecisionStumps.DecisionStumpModel</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/kernel/MyKLRModel.html" title="class in com.rapidminer.operator.learner.functions.kernel">MyKLRModel</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/preprocessing/filter/NominalToBinominalModel.html" title="class in com.rapidminer.operator.preprocessing.filter">NominalToBinominalModel</A>, <A HREF="../../../com/rapidminer/operator/features/transformation/PCAModel.html" title="class in com.rapidminer.operator.features.transformation">PCAModel</A>, <A HREF="../../../com/rapidminer/operator/postprocessing/PlattScalingModel.html" title="class in com.rapidminer.operator.postprocessing">PlattScalingModel</A>, <A HREF="../../../com/rapidminer/operator/learner/PredictionModel.html" title="class in com.rapidminer.operator.learner">PredictionModel</A>, <A HREF="../../../com/rapidminer/operator/preprocessing/PreprocessingModel.html" title="class in com.rapidminer.operator.preprocessing">PreprocessingModel</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/rules/RuleModel.html" title="class in com.rapidminer.operator.learner.rules">RuleModel</A>, <A HREF="../../../com/rapidminer/operator/learner/functions/kernel/RVMModel.html" title="class in com.rapidminer.operator.learner.functions.kernel">RVMModel</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/SimpleVoteModel.html" title="class in com.rapidminer.operator.learner.meta">SimpleVoteModel</A>, <A HREF="../../../com/rapidminer/operator/features/transformation/SOMDimensionalityReductionModel.html" title="class in com.rapidminer.operator.features.transformation">SOMDimensionalityReductionModel</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/tree/TreeModel.html" title="class in com.rapidminer.operator.learner.tree">TreeModel</A>, <A HREF="../../../com/rapidminer/operator/learner/weka/WekaClassifier.html" title="class in com.rapidminer.operator.learner.weka">WekaClassifier</A>, <A HREF="../../../com/rapidminer/operator/learner/clustering/clusterer/WekaCluster.html" title="class in com.rapidminer.operator.learner.clustering.clusterer">WekaCluster</A>, <A HREF="../../../com/rapidminer/operator/preprocessing/normalization/ZTransformationModel.html" title="class in com.rapidminer.operator.preprocessing.normalization">ZTransformationModel</A></DD></DL><HR><DL><DT><PRE>public interface <B>Model</B><DT>extends <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></DL></PRE><P>Model is the interface for all objects which change a data set. For example, a model generated by a learner might add a predicted attribute. Other models can be created during preprocessing, e.g. a transformation model containing the parameters for a z-transformation. Models can be combined by using a <A HREF="../../../com/rapidminer/operator/GroupedModel.html" title="class in com.rapidminer.operator"><CODE>GroupedModel</CODE></A>. Please note that all models will automatically wrapped into a ContainerModel if they are not already part of it. All models can be applied with a ModelApplier operator.<P><P><DL><DT><B>Version:</B></DT> <DD>$Id: Model.java,v 1.9 2008/07/01 14:16:12 ingomierswa Exp $</DD><DT><B>Author:</B></DT> <DD>Ingo Mierswa</DD></DL><HR><P><!-- ========== 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/Model.html#apply(com.rapidminer.example.ExampleSet)">apply</A></B>(<A HREF="../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A> testSet)</CODE><BR> Applies the model on the given example set.</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="../../../com/rapidminer/operator/Model.html#isUpdatable()">isUpdatable</A></B>()</CODE><BR> Returns true if this model is updatable.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../com/rapidminer/operator/Model.html#setParameter(java.lang.String, java.lang.Object)">setParameter</A></B>(java.lang.String key, java.lang.Object value)</CODE><BR> This method can be used to allow additional parameters.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../com/rapidminer/operator/Model.html#updateModel(com.rapidminer.example.ExampleSet)">updateModel</A></B>(<A HREF="../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A> updateExampleSet)</CODE><BR> Updates the model according to the given example set.</TD></TR></TABLE> <A NAME="methods_inherited_from_class_com.rapidminer.operator.ResultObject"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor"><TH ALIGN="left"><B>Methods inherited from interface com.rapidminer.operator.<A HREF="../../../com/rapidminer/operator/ResultObject.html" title="interface in com.rapidminer.operator">ResultObject</A></B></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><A HREF="../../../com/rapidminer/operator/ResultObject.html#getActions()">getActions</A>, <A HREF="../../../com/rapidminer/operator/ResultObject.html#getName()">getName</A>, <A HREF="../../../com/rapidminer/operator/ResultObject.html#getResultIcon()">getResultIcon</A>, <A HREF="../../../com/rapidminer/operator/ResultObject.html#getVisualizationComponent(com.rapidminer.operator.IOContainer)">getVisualizationComponent</A>, <A HREF="../../../com/rapidminer/operator/ResultObject.html#toResultString()">toResultString</A></CODE></TD></TR></TABLE> <A NAME="methods_inherited_from_class_com.rapidminer.operator.IOObject"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor"><TH ALIGN="left"><B>Methods inherited from interface com.rapidminer.operator.<A HREF="../../../com/rapidminer/operator/IOObject.html" title="interface in com.rapidminer.operator">IOObject</A></B></TH>⌨️ 快捷键说明
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