edu.iu.dsc.tws.examples.ml.svm.util

Class SVMJobParameters

java.lang.Object

edu.iu.dsc.tws.examples.ml.svm.util.SVMJobParameters

All Implemented Interfaces:

java.io.Serializable

public final class SVMJobParameters
extends java.lang.Object
implements java.io.Serializable

This class is used to define the Job Parameters needed to launch a streaming or batch mode SGD based SVM

See Also:

Serialized Form

Method Summary

Modifier and Type	Method and Description
static SVMJobParameters	build(Config cfg) Builds the Job Parameters relevant SVM Algorithm
double	getAlpha()
double	getC()
java.lang.String	getCrossValidationDataDir()
java.lang.String	getExperimentName()
int	getFeatures()
int	getIterations()
java.lang.String	getModelSaveDir()
int	getParallelism()
int	getSamples()
java.lang.String	getTestingDataDir()
int	getTestingSamples()
java.lang.String	getTrainingDataDir()
java.lang.String	getWeightVectorDataDir()
WindowArguments	getWindowArguments()
boolean	isDummy()
boolean	isSplit()
boolean	isStreaming()
void	setAlpha(double alpha)
void	setC(double c)
void	setCrossValidationDataDir(java.lang.String crossValidationDataDir)
void	setDummy(boolean dummy)
void	setExperimentName(java.lang.String experimentName)
void	setFeatures(int features)
void	setIterations(int iterations)
void	setModelSaveDir(java.lang.String modelSaveDir)
void	setParallelism(int parallelism)
void	setSamples(int samples)
void	setSplit(boolean split)
void	setStreaming(boolean streaming)
void	setTestingDataDir(java.lang.String testingDataDir)
void	setTestingSamples(int testingSamples)
void	setTrainingDataDir(java.lang.String trainingDataDir)
void	setWeightVectorDataDir(java.lang.String weightVectorDataDir)
void	setWindowArguments(WindowArguments windowArguments)
java.lang.String	toString()

Methods inherited from class java.lang.Object

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

Method Detail

build

public static SVMJobParameters build(Config cfg)

Builds the Job Parameters relevant SVM Algorithm

Parameters:

cfg - : this must be initialized where Job is initialized.

getFeatures

public int getFeatures()

setFeatures

public void setFeatures(int features)

getSamples

public int getSamples()

setSamples

public void setSamples(int samples)

isStreaming

public boolean isStreaming()

setStreaming

public void setStreaming(boolean streaming)

getTrainingDataDir

public java.lang.String getTrainingDataDir()

setTrainingDataDir

public void setTrainingDataDir(java.lang.String trainingDataDir)

getTestingDataDir

public java.lang.String getTestingDataDir()

setTestingDataDir

public void setTestingDataDir(java.lang.String testingDataDir)

getCrossValidationDataDir

public java.lang.String getCrossValidationDataDir()

setCrossValidationDataDir

public void setCrossValidationDataDir(java.lang.String crossValidationDataDir)

getModelSaveDir

public java.lang.String getModelSaveDir()

setModelSaveDir

public void setModelSaveDir(java.lang.String modelSaveDir)

getIterations

public int getIterations()

setIterations

public void setIterations(int iterations)

getAlpha

public double getAlpha()

setAlpha

public void setAlpha(double alpha)

getC

public double getC()

setC

public void setC(double c)

isSplit

public boolean isSplit()

setSplit

public void setSplit(boolean split)

isDummy

public boolean isDummy()

setDummy

public void setDummy(boolean dummy)

getParallelism

public int getParallelism()

setParallelism

public void setParallelism(int parallelism)

getExperimentName

public java.lang.String getExperimentName()

setExperimentName

public void setExperimentName(java.lang.String experimentName)

getTestingSamples

public int getTestingSamples()

setTestingSamples

public void setTestingSamples(int testingSamples)

getWeightVectorDataDir

public java.lang.String getWeightVectorDataDir()

setWeightVectorDataDir

public void setWeightVectorDataDir(java.lang.String weightVectorDataDir)

getWindowArguments

public WindowArguments getWindowArguments()

setWindowArguments

public void setWindowArguments(WindowArguments windowArguments)

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object