edu.udo.cs.yale.operator.learner
Class MultiCriterionDecisionStumps.DecisionStumpModel

java.lang.Object
  edu.udo.cs.yale.operator.AbstractIOObject
      edu.udo.cs.yale.operator.ResultObjectAdapter
          edu.udo.cs.yale.operator.AbstractModel
              edu.udo.cs.yale.operator.IOModel
                  edu.udo.cs.yale.operator.learner.PredictionModel
                      edu.udo.cs.yale.operator.learner.SimplePredictionModel
                          edu.udo.cs.yale.operator.learner.MultiCriterionDecisionStumps.DecisionStumpModel

All Implemented Interfaces:

IOObject, Model, ResultObject, Saveable

Enclosing class:

MultiCriterionDecisionStumps

public class MultiCriterionDecisionStumps.DecisionStumpModel
extends SimplePredictionModel

Field Summary

private boolean	includeNaNs
private boolean	numerical
private boolean	prediction
private Attribute	testAttribute
private double	testValue

Constructor Summary

MultiCriterionDecisionStumps.DecisionStumpModel(Attribute attribute, double testValue, Attribute label, boolean prediction, boolean includeNaNs)

Method Summary

double	predict(Example example) Applies the model to a single example and returns the predicted class value.
void	readPredictionModelData(java.io.ObjectInputStream in) not supported yet
java.lang.String	toString()
void	writePredictionModelData(java.io.ObjectOutputStream out) not supported yet

Methods inherited from class edu.udo.cs.yale.operator.learner.SimplePredictionModel

performPrediction

Methods inherited from class edu.udo.cs.yale.operator.learner.PredictionModel

apply, createPredictedLabel, getLabel, readData, removePredictedLabel, setLabel, writeData

Methods inherited from class edu.udo.cs.yale.operator.AbstractModel

equals, getExtension, getFileDescription, readModel, readModel, save, setParameter, writeModel, writeModel

Methods inherited from class edu.udo.cs.yale.operator.ResultObjectAdapter

addAction, getActions, getName, getVisualisationComponent, toHTML, toResultString

Methods inherited from class edu.udo.cs.yale.operator.AbstractIOObject

copy, read, read, read, write, write

Methods inherited from class java.lang.Object

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

Methods inherited from interface edu.udo.cs.yale.operator.ResultObject

getActions, getName, getVisualisationComponent, toResultString

Methods inherited from interface edu.udo.cs.yale.operator.IOObject

copy, write, write

Field Detail

testAttribute

private final Attribute testAttribute

testValue

private final double testValue

prediction

private final boolean prediction

includeNaNs

private boolean includeNaNs

numerical

private final boolean numerical

Constructor Detail

MultiCriterionDecisionStumps.DecisionStumpModel

public MultiCriterionDecisionStumps.DecisionStumpModel(Attribute attribute,
                                                       double testValue,
                                                       Attribute label,
                                                       boolean prediction,
                                                       boolean includeNaNs)

Method Detail

predict

public double predict(Example example)

Description copied from class: SimplePredictionModel

Applies the model to a single example and returns the predicted class value.

Specified by:

predict in class SimplePredictionModel

toString

public java.lang.String toString()

Overrides:

toString in class PredictionModel

Returns:

a String representation of this rule model.

readPredictionModelData

public void readPredictionModelData(java.io.ObjectInputStream in)
                             throws java.io.IOException

not supported yet

Specified by:

readPredictionModelData in class PredictionModel

Throws:

java.io.IOException

writePredictionModelData

public void writePredictionModelData(java.io.ObjectOutputStream out)
                              throws java.io.IOException

not supported yet

Specified by:

writePredictionModelData in class PredictionModel

Throws:

java.io.IOException