Package si.ijs.kt.clus.model.processor

Class ClusEnsemblePredictionWriter

java.lang.Object

si.ijs.kt.clus.model.processor.ClusModelProcessor

si.ijs.kt.clus.model.processor.ClusEnsemblePredictionWriter

public class ClusEnsemblePredictionWriter
extends ClusModelProcessor

Writing the predictions from the ensemble in a separate file, their standard deviations from the voting procedure and the respective votes from each base classifier. This implementation can be applied only for (multi-target) regression. *

Author:

dkocev

Field Summary

Fields

Modifier and Type	Field	Description
protected ArrayList<String>	m_AttributeNames
protected MyArray	m_Attrs
protected ClusSchema	m_EnsPredSchema
protected String	m_Fname
protected ClusNumberFormat	m_Format
protected int	m_NbTargetAttributes
protected Settings	m_Sett
protected double[]	m_StDev
protected PrintWriter	m_Writer

Constructor Summary

Constructors

Constructor	Description
ClusEnsemblePredictionWriter(String fname)
ClusEnsemblePredictionWriter(String fname, ClusSchema schema, Settings sett)

Method Summary

Modifier and Type	Method	Description
void	closeWriter()
static int	getType()
boolean	isInitialized()
void	printVotes()
static void	setType(int type)
static void	setVotes(ArrayList votes)
void	writePredictionsForTuple(DataTuple tuple, ClusStatistic distr)

Methods inherited from class si.ijs.kt.clus.model.processor.ClusModelProcessor

addModelInfo, exampleDone, exampleUpdate, exampleUpdate, flushWriter, initialize, initializeAll, modelDone, modelUpdate, needsInternalNodes, needsModelUpdate, shouldProcessModel, terminate, terminateAll

Methods inherited from class java.lang.Object

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

Field Details

m_EnsPredSchema

protected ClusSchema m_EnsPredSchema

m_Sett

protected Settings m_Sett

m_Fname

protected String m_Fname

m_Attrs

protected MyArray m_Attrs

m_Writer

protected PrintWriter m_Writer

m_AttributeNames

protected ArrayList<String> m_AttributeNames

m_NbTargetAttributes

protected int m_NbTargetAttributes

m_StDev

protected double[] m_StDev

m_Format

protected ClusNumberFormat m_Format

Constructor Details

ClusEnsemblePredictionWriter

public ClusEnsemblePredictionWriter(String fname)

ClusEnsemblePredictionWriter

public ClusEnsemblePredictionWriter(String fname,
 ClusSchema schema,
 Settings sett)

Method Details

writePredictionsForTuple

public void writePredictionsForTuple(DataTuple tuple,
 ClusStatistic distr)

getType

public static int getType()

setType

public static void setType(int type)

closeWriter

public void closeWriter()

setVotes

public static void setVotes(ArrayList votes)

printVotes

public void printVotes()

isInitialized

public boolean isInitialized()