Package si.ijs.kt.clus.addon.hmc.HMCAverageSingleClass

Class HMCAverageTreeModel

java.lang.Object

si.ijs.kt.clus.addon.hmc.HMCAverageSingleClass.HMCAverageTreeModel

All Implemented Interfaces:

ClusModel

public class HMCAverageTreeModel
extends Object
implements ClusModel

Field Summary

Fields

Modifier and Type	Field	Description
protected int	m_DataSet
protected double[][][]	m_PredProb
protected WHTDStatistic	m_Target
protected int	m_TotSize
protected int	m_Trees

Fields inherited from interface si.ijs.kt.clus.model.ClusModel

DEFAULT, ORIGINAL, PRUNE_INVALID, PRUNED, RULES, TEST, TRAIN

Constructor Summary

Constructors

Constructor	Description
HMCAverageTreeModel(ClusStatistic target, double[][][] predprop, int trees, int size)

Method Summary

Modifier and Type	Method	Description
void	applyModelProcessors(DataTuple tuple, MyArray mproc)
void	attachModel(HashMap table)
int	getID()
String	getModelInfo()
com.google.gson.JsonObject	getModelJSON()
com.google.gson.JsonObject	getModelJSON(StatisticPrintInfo info)
com.google.gson.JsonObject	getModelJSON(StatisticPrintInfo info, RowData examples)
int	getModelSize()
ClusStatistic	predictWeighted(DataTuple tuple)
void	printModel(PrintWriter wrt)
void	printModel(PrintWriter wrt, StatisticPrintInfo info)
void	printModelAndExamples(PrintWriter wrt, StatisticPrintInfo info, RowData examples)
void	printModelToPythonScript(PrintWriter wrt, HashMap<String,Integer> indices)
void	printModelToPythonScript(PrintWriter wrt, HashMap<String,Integer> indices, String modelIdentifier)
void	printModelToQuery(PrintWriter wrt, ClusRun cr, int a, int b, boolean ex)
ClusModel	prune(int prunetype)
void	retrieveStatistics(ArrayList stats)
void	setDataSet(int set)

Methods inherited from class java.lang.Object

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

Field Details

m_DataSet

protected int m_DataSet

m_Trees

protected int m_Trees

m_TotSize

protected int m_TotSize

m_Target

protected WHTDStatistic m_Target

m_PredProb

protected double[][][] m_PredProb

Constructor Details

HMCAverageTreeModel

public HMCAverageTreeModel(ClusStatistic target,
 double[][][] predprop,
 int trees,
 int size)

Method Details

predictWeighted

public ClusStatistic predictWeighted(DataTuple tuple)

Specified by:

predictWeighted in interface ClusModel

applyModelProcessors

public void applyModelProcessors(DataTuple tuple,
 MyArray mproc)
                          throws IOException

Specified by:

applyModelProcessors in interface ClusModel

Throws:

IOException

getModelSize

public int getModelSize()

Specified by:

getModelSize in interface ClusModel

getModelInfo

public String getModelInfo()

Specified by:

getModelInfo in interface ClusModel

printModel

public void printModel(PrintWriter wrt)

Specified by:

printModel in interface ClusModel

printModel

public void printModel(PrintWriter wrt,
 StatisticPrintInfo info)

Specified by:

printModel in interface ClusModel

printModelAndExamples

public void printModelAndExamples(PrintWriter wrt,
 StatisticPrintInfo info,
 RowData examples)

Specified by:

printModelAndExamples in interface ClusModel

printModelToPythonScript

public void printModelToPythonScript(PrintWriter wrt,
 HashMap<String,Integer> indices)

Specified by:

printModelToPythonScript in interface ClusModel

printModelToPythonScript

public void printModelToPythonScript(PrintWriter wrt,
 HashMap<String,Integer> indices,
 String modelIdentifier)

Specified by:

printModelToPythonScript in interface ClusModel

getModelJSON

public com.google.gson.JsonObject getModelJSON()

Specified by:

getModelJSON in interface ClusModel

getModelJSON

public com.google.gson.JsonObject getModelJSON(StatisticPrintInfo info)

Specified by:

getModelJSON in interface ClusModel

getModelJSON

public com.google.gson.JsonObject getModelJSON(StatisticPrintInfo info,
 RowData examples)

Specified by:

getModelJSON in interface ClusModel

attachModel

public void attachModel(HashMap table)
                 throws ClusException

Specified by:

attachModel in interface ClusModel

Throws:

ClusException

prune

public ClusModel prune(int prunetype)

Specified by:

prune in interface ClusModel

getID

public int getID()

Specified by:

getID in interface ClusModel

retrieveStatistics

public void retrieveStatistics(ArrayList stats)

Specified by:

retrieveStatistics in interface ClusModel

printModelToQuery

public void printModelToQuery(PrintWriter wrt,
 ClusRun cr,
 int a,
 int b,
 boolean ex)

Specified by:

printModelToQuery in interface ClusModel

setDataSet

public void setDataSet(int set)