marf.Classification.Stochastic
Class Stochastic

java.lang.Object
  |
  +--marf.Storage.StorageManager
        |
        +--marf.Classification.Classification
              |
              +--marf.Classification.Stochastic.Stochastic

All Implemented Interfaces:

IStorageManager, java.io.Serializable

Direct Known Subclasses:

Markov, MaxProbabilityClassifier, ZipfLaw

public class Stochastic

extends Classification

Generic Stochastic Classification Module.

TODO: Not Implemented.

$Id: Stochastic.java,v 1.16 2005/05/30 11:59:48 mokhov Exp $

Since:

0.0.1

Version:

$Revision: 1.16 $

Author:

Serguei Mokhov

See Also:

Serialized Form

Field Summary

Fields inherited from class marf.Classification.Classification

oFeatureExtraction, oResultSet, oTrainingSet

Fields inherited from class marf.Storage.StorageManager

iCurrentDumpMode, oObjectToSerialize, strFilename

Fields inherited from interface marf.Storage.IStorageManager

DUMP_BINARY, DUMP_CSV_TEXT, DUMP_GZIP_BINARY, DUMP_HTML, DUMP_SQL, DUMP_XML, INTERFACE_CODE_REVISION, sastrExtensionsMap

Constructor Summary

Stochastic(marf.FeatureExtraction.FeatureExtraction poFeatureExtraction)
Stochastic Constructor.

Method Summary

boolean	classify() Not Implemented.
void	dump() Not Implemented.
marf.Storage.Result	getResult() Retrieves the maximum-probability classification result.
static java.lang.String	getRevision() Retrieves class' revision.
void	restore() Not Implemented.
boolean	train() Not Implemented.

Methods inherited from class marf.Classification.Classification

getResultSet, getTrainingSetFilename

Methods inherited from class marf.Storage.StorageManager

backSynchronizeObject, dumpBinary, dumpCSV, dumpGzipBinary, dumpHTML, dumpSQL, dumpXML, 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

Constructor Detail

Stochastic

public Stochastic(marf.FeatureExtraction.FeatureExtraction poFeatureExtraction)

Stochastic Constructor.

Parameters:

poFeatureExtraction - FeatureExtraction module reference

Method Detail

classify

public boolean classify()
                 throws ClassificationException

Not Implemented.

Specified by:

classify in class Classification

Returns:

true if classification was successful; false otherwise

Throws:

ClassificationException - if there was an error while classifying

train

public boolean train()
              throws ClassificationException

Not Implemented.

Overrides:

train in class Classification

Returns:

true if training was successful (i.e. mean vector was updated); false otherwise

Throws:

ClassificationException - if there was a problem while training

See Also:

TrainingSet

dump

public void dump()
          throws StorageException

Not Implemented.

Specified by:

dump in interface IStorageManager

Overrides:

dump in class Classification

Throws:

StorageException - if there's a problem saving training set to disk

restore

public void restore()
             throws StorageException

Not Implemented.

Specified by:

restore in interface IStorageManager

Overrides:

restore in class Classification

Throws:

StorageException - if there is a problem loading the training set from disk

getResult

public marf.Storage.Result getResult()

Retrieves the maximum-probability classification result.

Specified by:

getResult in class Classification

Returns:

Result object

Since:

0.3.0

getRevision

public static java.lang.String getRevision()

Retrieves class' revision.

Returns:

revision string

Since:

0.3.0