com.rapidminer.operator.learner.functions.kernel
Class MyKLRModel

java.lang.Object
  com.rapidminer.operator.AbstractIOObject
      com.rapidminer.operator.ResultObjectAdapter
          com.rapidminer.operator.AbstractModel
              com.rapidminer.operator.learner.PredictionModel
                  com.rapidminer.operator.learner.functions.kernel.KernelModel
                      com.rapidminer.operator.learner.functions.kernel.AbstractMySVMModel
                          com.rapidminer.operator.learner.functions.kernel.MyKLRModel

All Implemented Interfaces:

IOObject, FormulaProvider, Model, ResultObject, Readable, Reportable, LoggingHandler, java.io.Serializable

public class MyKLRModel
extends AbstractMySVMModel

The model for the MyKLR learner by Stefan Rueping.

Author:

Ingo Mierswa

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class com.rapidminer.operator.AbstractIOObject

AbstractIOObject.InputStreamProvider

Constructor Summary

MyKLRModel(ExampleSet exampleSet, SVMExamples model, Kernel kernel, int kernelType)

Method Summary

SVMInterface	createSVM() Creates a new SVM for prediction.
java.lang.String	getModelInfo()
void	setPrediction(Example example, double _prediction) Sets the correct prediction to the example from the result value of the SVM.

Methods inherited from class com.rapidminer.operator.learner.functions.kernel.AbstractMySVMModel

getAlpha, getAttributeValue, getBias, getClassificationLabel, getExampleSet, getFormula, getFunctionValue, getId, getKernel, getNumberOfAttributes, getNumberOfSupportVectors, getRegressionLabel, getSupportVector, isClassificationModel, performPrediction

Methods inherited from class com.rapidminer.operator.learner.functions.kernel.KernelModel

createWeightsTable, getAttributeConstructions, getName, toString

Methods inherited from class com.rapidminer.operator.learner.PredictionModel

apply, checkCompatibility, copyPredictedLabel, createPredictedLabel, createPredictionAttributes, getLabel, removePredictedLabel, removePredictedLabel, supportsConfidences

Methods inherited from class com.rapidminer.operator.AbstractModel

getExtension, getFileDescription, getTrainingHeader, isInTargetEncoding, isUpdatable, setParameter, updateModel

Methods inherited from class com.rapidminer.operator.ResultObjectAdapter

addAction, getActions, getAnnotations, getResultIcon, log, log, logError, logNote, logWarning, toHTML, toResultString

Methods inherited from class com.rapidminer.operator.AbstractIOObject

appendOperatorToHistory, copy, getLog, getProcessingHistory, getSource, initWriting, read, read, read, read, setLoggingHandler, setSource, write

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.rapidminer.operator.Model

apply, getTrainingHeader, isUpdatable, setParameter, updateModel

Methods inherited from interface com.rapidminer.operator.ResultObject

getActions, getName, getResultIcon, toResultString

Methods inherited from interface com.rapidminer.operator.IOObject

appendOperatorToHistory, copy, getAnnotations, getLog, getProcessingHistory, getSource, setLoggingHandler, setSource, write

Methods inherited from interface com.rapidminer.report.Readable

isInTargetEncoding, toString

Constructor Detail

MyKLRModel

public MyKLRModel(ExampleSet exampleSet,
                  SVMExamples model,
                  Kernel kernel,
                  int kernelType)

Method Detail

getModelInfo

public java.lang.String getModelInfo()

createSVM

public SVMInterface createSVM()

Description copied from class: AbstractMySVMModel

Creates a new SVM for prediction.

Specified by:

createSVM in class AbstractMySVMModel

setPrediction

public void setPrediction(Example example,
                          double _prediction)

Description copied from class: AbstractMySVMModel

Sets the correct prediction to the example from the result value of the SVM.

Specified by:

setPrediction in class AbstractMySVMModel