com.rapidminer.operator.learner.meta
Class SimpleVoteModel

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.meta.SimpleVoteModel

All Implemented Interfaces:

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

Direct Known Subclasses:

RandomForestModel

public class SimpleVoteModel
extends SimplePredictionModel
implements MetaModel

A simple vote model. For classification problems, the majority class is chosen. For regression problems, the average prediction value is used. This model only supports simple prediction models.

Author:

Ingo Mierswa

See Also:

Serialized Form

Nested Class Summary

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

AbstractIOObject.InputStreamProvider

Constructor Summary

SimpleVoteModel(ExampleSet exampleSet, java.util.List<? extends SimplePredictionModel> baseModels)

Method Summary

java.util.List<java.lang.String>	getModelNames()
java.util.List<? extends Model>	getModels()
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, getName, 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.ResultObject

getActions, getResultIcon, toResultString

Methods inherited from interface com.rapidminer.operator.IOObject

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

Constructor Detail

SimpleVoteModel

public SimpleVoteModel(ExampleSet exampleSet,
                       java.util.List<? extends SimplePredictionModel> baseModels)

Method Detail

predict

public double predict(Example example)
               throws OperatorException

Description copied from class: SimplePredictionModel

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

Specified by:

predict in class SimplePredictionModel

Throws:

OperatorException

toString

public java.lang.String toString()

Specified by:

toString in interface Readable

Overrides:

toString in class PredictionModel

getModelNames

public java.util.List<java.lang.String> getModelNames()

Specified by:

getModelNames in interface MetaModel

getModels

public java.util.List<? extends Model> getModels()

Specified by:

getModels in interface MetaModel