Package si.ijs.kt.clus.model

Interface ClusModel

All Known Implementing Classes:

AmandaRule, ClusBoostingForest, ClusForest, ClusNode, ClusOptionNode, ClusRule, ClusRuleLinearTerm, ClusRuleSet, ClusSplitNode, COPKMeansModel, HMCAverageTreeModel, KnnModel, MyNode, ReliefModel, SimpleClusterModel

public interface ClusModel

Field Summary

Fields

Modifier and Type	Field	Description
static final int	DEFAULT	The type of model returned.
static final int	ORIGINAL	The type of model returned.
static final int	PRUNE_INVALID
static final int	PRUNED	The type of model returned.
static final int	RULES
static final int	TEST
static final int	TRAIN

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> descriptiveAttributeIndices)
void	printModelToPythonScript(PrintWriter wrt, HashMap<String,Integer> descriptiveAttributeIndices, String modelIdentifier)
void	printModelToQuery(PrintWriter wrt, ClusRun cr, int starttree, int startitem, boolean exhaustive)
ClusModel	prune(int prunetype)
void	retrieveStatistics(ArrayList<ClusStatistic> list)

Field Details

DEFAULT

static final int DEFAULT

The type of model returned. Default = the model that always predicts the mean of data set.

See Also:

• Constant Field Values

ORIGINAL

static final int ORIGINAL

The type of model returned. Original = the real model but without pruning. Often stored for comparison

See Also:

• Constant Field Values

PRUNED

static final int PRUNED

The type of model returned. PRUNED = the real model after pruning.

See Also:

• Constant Field Values

RULES

static final int RULES

See Also:

• Constant Field Values

PRUNE_INVALID

static final int PRUNE_INVALID

See Also:

• Constant Field Values

TRAIN

static final int TRAIN

See Also:

• Constant Field Values

TEST

static final int TEST

See Also:

• Constant Field Values

Method Details

predictWeighted

ClusStatistic predictWeighted(DataTuple tuple)
                       throws ClusException,
InterruptedException

Throws:

ClusException

InterruptedException

applyModelProcessors

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

Throws:

IOException

ClusException

getModelSize

int getModelSize()

getModelInfo

String getModelInfo()
             throws InterruptedException

Throws:

InterruptedException

printModel

void printModel(PrintWriter wrt)
         throws InterruptedException

Throws:

InterruptedException

printModel

void printModel(PrintWriter wrt,
 StatisticPrintInfo info)
         throws InterruptedException

Throws:

InterruptedException

printModelAndExamples

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

printModelToQuery

void printModelToQuery(PrintWriter wrt,
 ClusRun cr,
 int starttree,
 int startitem,
 boolean exhaustive)

printModelToPythonScript

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

printModelToPythonScript

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

getModelJSON

com.google.gson.JsonObject getModelJSON()

getModelJSON

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

getModelJSON

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

attachModel

void attachModel(HashMap table)
          throws ClusException

Throws:

ClusException

retrieveStatistics

void retrieveStatistics(ArrayList<ClusStatistic> list)

prune

ClusModel prune(int prunetype)
         throws ClusException

Throws:

ClusException

getID

int getID()