com.rapidminer.operator.learner.meta
Class TransformedRegressionModel

java.lang.Object
  com.rapidminer.operator.AbstractIOObject
      com.rapidminer.operator.ResultObjectAdapter
          com.rapidminer.operator.AbstractModel
              com.rapidminer.operator.learner.PredictionModel
                  com.rapidminer.operator.learner.meta.TransformedRegressionModel

All Implemented Interfaces:

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

public class TransformedRegressionModel
extends PredictionModel

Model for TransformedRegression. Applies the inverse transformation on the predictions of the inner model.

Author:

Stefan Rueping

See Also:

Serialized Form

Field Summary

static int	EXP
static int	LOG
static int	LOG_LINK
static java.lang.String[]	METHODS
static int	NONE
static int	RANK

Constructor Summary

TransformedRegressionModel(ExampleSet exampleSet, int method, double[] rank, Model model, boolean zscale, double mean, double stddev, boolean interpolate)

Method Summary

java.awt.Component	getVisualizationComponent(IOContainer container) Returns a editor pane that displays the ResultObjectAdapter.toResultString() result encoded as html.
ExampleSet	performPrediction(ExampleSet exampleSet, Attribute predictedLabelAttribute) Iterates over all examples and applies this model.
java.lang.String	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, getName, 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.ResultObject

getActions, toResultString

Methods inherited from interface com.rapidminer.operator.IOObject

copy, getLog, getSource, setLoggingHandler, setSource, write

Methods inherited from interface com.rapidminer.operator.Saveable

isSavable, save

Field Detail

METHODS

public static final java.lang.String[] METHODS

LOG

public static final int LOG

See Also:

Constant Field Values

LOG_LINK

public static final int LOG_LINK

See Also:

Constant Field Values

EXP

public static final int EXP

See Also:

Constant Field Values

RANK

public static final int RANK

See Also:

Constant Field Values

NONE

public static final int NONE

See Also:

Constant Field Values

Constructor Detail

TransformedRegressionModel

public TransformedRegressionModel(ExampleSet exampleSet,
                                  int method,
                                  double[] rank,
                                  Model model,
                                  boolean zscale,
                                  double mean,
                                  double stddev,
                                  boolean interpolate)

Method Detail

performPrediction

public ExampleSet performPrediction(ExampleSet exampleSet,
                                    Attribute predictedLabelAttribute)
                             throws OperatorException

Iterates over all examples and applies this model.

Specified by:

performPrediction in class PredictionModel

Throws:

OperatorException

getVisualizationComponent

public java.awt.Component getVisualizationComponent(IOContainer container)

Description copied from class: ResultObjectAdapter

Returns a editor pane that displays the ResultObjectAdapter.toResultString() result encoded as html. Please note that the returned pane is already enclosed by a scroll pane. If you overwrite this method you should again ensure that the returned component is scrollable. The given container is totally ignored.

Specified by:

getVisualizationComponent in interface ResultObject

Overrides:

getVisualizationComponent in class ResultObjectAdapter

toString

public java.lang.String toString()

Specified by:

toString in interface Readable

Overrides:

toString in class PredictionModel