com.rapidminer.operator.learner.rules
Class RuleModel

java.lang.Object
  com.rapidminer.operator.AbstractIOObject
      com.rapidminer.operator.ResultObjectAdapter
          com.rapidminer.operator.AbstractModel
              com.rapidminer.operator.learner.PredictionModel
                  com.rapidminer.operator.learner.SimplePredictionModel
                      com.rapidminer.operator.learner.rules.RuleModel

All Implemented Interfaces:

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

public class RuleModel
extends SimplePredictionModel
implements Readable

The basic rule model.

Author:

Sebastian Land, Ingo Mierswa

See Also:

Serialized Form

Nested Class Summary

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

AbstractIOObject.InputStreamProvider

Constructor Summary

RuleModel(ExampleSet exampleSet)

Method Summary

void	addRule(Rule rule)
void	addRules(java.util.Collection<Rule> newRules)
java.lang.String	getName() The default implementation returns the result of the super class.
int	getNumberOfReadables()
double	getPrediction(Example example)
Readable	getReadable(int index)
java.util.List<Rule>	getRules()
double	predict(Example example) Applies the model to a single example and returns the predicted class value.
java.lang.String	toString()

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

performPrediction

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.report.Readable

isInTargetEncoding

Methods inherited from interface com.rapidminer.operator.ResultObject

getActions, getResultIcon, toResultString

Methods inherited from interface com.rapidminer.operator.IOObject

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

Constructor Detail

RuleModel

public RuleModel(ExampleSet exampleSet)

Method Detail

getName

public java.lang.String getName()

Description copied from class: AbstractModel

The default implementation returns the result of the super class. If the string ends with model, the substring "model" is removed.

Specified by:

getName in interface ResultObject

Overrides:

getName in class AbstractModel

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

getPrediction

public double getPrediction(Example example)

addRule

public void addRule(Rule rule)

addRules

public void addRules(java.util.Collection<Rule> newRules)

getRules

public java.util.List<Rule> getRules()

toString

public java.lang.String toString()

Specified by:

toString in interface Readable

Overrides:

toString in class PredictionModel

getNumberOfReadables

public int getNumberOfReadables()

getReadable

public Readable getReadable(int index)