Overview  Package   Class  Use  Deprecated  Index
Home >> All >> marf >> [ Classification overview ]	PREV CLASS  NEXT CLASS
SUMMARY:  JAVADOC |  SOURCE |  DOWNLOAD | NESTED | FIELD | CONSTR | METHOD	DETAIL: FIELD | CONSTR | METHOD

---

marf.Classification
Class Classification  

java.lang.Object
  marf.Storage.StorageManager
      marf.Classification.Classification

All Implemented Interfaces:

IClassification, marf.Storage.IStorageManager, java.io.Serializable

---

public abstract class Classification

extends marf.Storage.StorageManager

implements IClassification

Abstract Classification Module. A generic implementation of the IClassification interface. The derivatives must inherit from this module, and if they cannot, they should implement IClassification themselves.

$Id: Classification.java,v 1.39 2005/08/05 22:19:47 mokhov Exp $

Since:

0.0.1

Version:

$Revision: 1.39 $

---

Field Summary
protected  marf.FeatureExtraction.IFeatureExtraction	oFeatureExtraction           Reference to the enclosed FeatureExtraction object.
protected  marf.Storage.ResultSet	oResultSet           Classification result set.
protected  marf.Storage.TrainingSet	oTrainingSet           TrainingSet Container.

 

Fields inherited from class marf.Storage.StorageManager

bDumpOnNotFound, iCurrentDumpMode, oObjectToSerialize, strFilename

 

Fields inherited from interface marf.Classification.IClassification

MARF_INTERFACE_CODE_REVISION

 

Fields inherited from interface marf.Storage.IStorageManager

DUMP_BINARY, DUMP_CSV_TEXT, DUMP_GZIP_BINARY, DUMP_HTML, DUMP_SQL, DUMP_XML, MARF_INTERFACE_CODE_REVISION, STORAGE_FILE_EXTENSIONS

 

Constructor Summary
protected	Classification(marf.FeatureExtraction.IFeatureExtraction poFeatureExtraction)           Generic Classification Constructor.

 

Method Summary
void	dump()           Generic implementation of dump() to dump the TrainingSet.
marf.FeatureExtraction.IFeatureExtraction	getFeatureExtraction()           Retrieves the features source.
static java.lang.String	getMARFSourceCodeRevision()           Retrieves class' revision.
marf.Storage.ResultSet	getResultSet()           Retrieves the enclosed result set.
protected  java.lang.String	getTrainingSetFilename()           Constructs a global cluster file name for the TrainingSet.
private  void	loadTrainingSet()           Loads TrainingSet from a file.
void	restore()           Generic implementation of restore() for TrainingSet.
private  void	saveTrainingSet()           Saves TrainingSet to a file.
void	setFeatureExtraction(marf.FeatureExtraction.IFeatureExtraction poFeatureExtraction)           Allows setting the features surce.
boolean	train()           Generic training routine for building/updating mean vectors in the training set.

 

Methods inherited from class marf.Storage.StorageManager

backSynchronizeObject, dumpBinary, dumpCSV, dumpGzipBinary, dumpHTML, dumpSQL, dumpXML, enableDumpOnNotFound, getDefaultExtension, getDefaultExtension, getDumpMode, getFilename, restoreBinary, restoreCSV, restoreGzipBinary, restoreHTML, restoreSQL, restoreXML, setDumpMode, setFilename

 

Methods inherited from class java.lang.Object

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

 

Methods inherited from interface marf.Classification.IClassification

classify, getResult

 

Field Detail

oFeatureExtraction

protected marf.FeatureExtraction.IFeatureExtraction oFeatureExtraction

Reference to the enclosed FeatureExtraction object.

---

oTrainingSet

protected marf.Storage.TrainingSet oTrainingSet

TrainingSet Container.

---

oResultSet

protected marf.Storage.ResultSet oResultSet

Classification result set. May contain one or more results (in case of similarity).

Since:

0.3.0.2

Constructor Detail

Classification

protected Classification(marf.FeatureExtraction.IFeatureExtraction poFeatureExtraction)

Generic Classification Constructor.

Method Detail

train

public boolean train()
              throws ClassificationException

Generic training routine for building/updating mean vectors in the training set. Can be overridden, and if the overriding classifier is using TrainingSet, it should call super.train();

Specified by:

train in interface IClassification

---

dump

public void dump()
          throws marf.Storage.StorageException

Generic implementation of dump() to dump the TrainingSet.

Specified by:

dump in interface marf.Storage.IStorageManager

Since:

0.2.0

---

restore

public void restore()
             throws marf.Storage.StorageException

Generic implementation of restore() for TrainingSet.

Specified by:

restore in interface marf.Storage.IStorageManager

Since:

0.2.0

---

saveTrainingSet

private final void saveTrainingSet()
                            throws marf.Storage.StorageException

Saves TrainingSet to a file. Called by dump().

Since:

0.2.0

---

loadTrainingSet

private final void loadTrainingSet()
                            throws marf.Storage.StorageException

Loads TrainingSet from a file. Called by restore().

Since:

0.2.0

---

getResultSet

public marf.Storage.ResultSet getResultSet()

Retrieves the enclosed result set.

Specified by:

getResultSet in interface IClassification

Since:

0.3.0.2

---

getTrainingSetFilename

protected java.lang.String getTrainingSetFilename()

Constructs a global cluster file name for the TrainingSet.

Filename is constructed using fully-qualified class of either TrainingSet or a classifier name with global clustering info such as preprocessing and feature extraction methods, so that ony that cluster can be reloaded after.

May be overridden by the drivatives when necessary.

Since:

0.2.0

---

getFeatureExtraction

public marf.FeatureExtraction.IFeatureExtraction getFeatureExtraction()

Retrieves the features source.

Specified by:

getFeatureExtraction in interface IClassification

Since:

0.3.0.4

---

setFeatureExtraction

public void setFeatureExtraction(marf.FeatureExtraction.IFeatureExtraction poFeatureExtraction)

Allows setting the features surce.

Specified by:

setFeatureExtraction in interface IClassification

Since:

0.3.0.4

---

getMARFSourceCodeRevision

public static java.lang.String getMARFSourceCodeRevision()

Retrieves class' revision.

Since:

0.3.0.2

---

Overview  Package   Class  Use  Deprecated  Index
Home >> All >> marf >> [ Classification overview ]	PREV CLASS  NEXT CLASS
SUMMARY:  JAVADOC |  SOURCE |  DOWNLOAD | NESTED | FIELD | CONSTR | METHOD	DETAIL: FIELD | CONSTR | METHOD

---