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

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.JMySVMModel

All Implemented Interfaces:

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

public class JMySVMModel
extends AbstractMySVMModel

The implementation for the mySVM model (Java version) by Stefan Rueping.

Author:

Ingo Mierswa

See Also:

Serialized Form

Constructor Summary

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

Method Summary

SVMInterface	createSVM() Creates a new SVM for prediction.
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, getVisualizationComponent, toString

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

apply, checkCompatibility, copyPredictedLabel, createPredictedLabel, getLabel, removePredictedLabel, removePredictedLabel

Methods inherited from class com.rapidminer.operator.AbstractModel

getExtension, getFileDescription, getResultIcon, getTrainingHeader, isUpdatable, setParameter, updateModel

Methods inherited from class com.rapidminer.operator.ResultObjectAdapter

addAction, getActions, isSavable, log, logError, logNote, logWarning, save, toHTML, toResultString

Methods inherited from class com.rapidminer.operator.AbstractIOObject

copy, getLog, getSource, initWriting, 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, isUpdatable, setParameter, updateModel

Methods inherited from interface com.rapidminer.operator.ResultObject

getActions, getName, getResultIcon, getVisualizationComponent, toResultString

Methods inherited from interface com.rapidminer.operator.IOObject

copy, getLog, getSource, setLoggingHandler, setSource, write

Methods inherited from interface com.rapidminer.operator.Saveable

getExtension, getFileDescription, isSavable, save

Methods inherited from interface com.rapidminer.report.Readable

toString

Constructor Detail

JMySVMModel

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

Method Detail

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