org.opencv.ml

Class SVMSGD

java.lang.Object

org.opencv.core.Algorithm

org.opencv.ml.StatModel

org.opencv.ml.SVMSGD

public class SVMSGD
extends StatModel

Field Summary

Fields

Modifier and Type	Field and Description
static int	ASGD
static int	HARD_MARGIN
static int	SGD
static int	SOFT_MARGIN

Fields inherited from class org.opencv.ml.StatModel

COMPRESSED_INPUT, PREPROCESSED_INPUT, RAW_OUTPUT, UPDATE_MODEL

Fields inherited from class org.opencv.core.Algorithm

nativeObj

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	SVMSGD(long addr)

Method Summary

Modifier and Type	Method and Description
static SVMSGD	create()
protected void	finalize()
float	getInitialStepSize()
float	getMarginRegularization()
int	getMarginType()
float	getShift()
float	getStepDecreasingPower()
int	getSvmsgdType()
TermCriteria	getTermCriteria()
Mat	getWeights()
void	setInitialStepSize(float InitialStepSize)
void	setMarginRegularization(float marginRegularization)
void	setMarginType(int marginType)
void	setOptimalParameters()
void	setOptimalParameters(int svmsgdType, int marginType)
void	setStepDecreasingPower(float stepDecreasingPower)
void	setSvmsgdType(int svmsgdType)
void	setTermCriteria(TermCriteria val)

Methods inherited from class org.opencv.ml.StatModel

calcError, empty, getVarCount, isClassifier, isTrained, predict, predict, train, train, train

Methods inherited from class org.opencv.core.Algorithm

clear, getDefaultName, save

Methods inherited from class java.lang.Object

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

Field Detail

SGD

public static final int SGD

See Also:

Constant Field Values

ASGD

public static final int ASGD

See Also:

Constant Field Values

SOFT_MARGIN

public static final int SOFT_MARGIN

See Also:

Constant Field Values

HARD_MARGIN

public static final int HARD_MARGIN

See Also:

Constant Field Values

Constructor Detail

SVMSGD

protected SVMSGD(long addr)

Method Detail

getWeights

public Mat getWeights()

create

public static SVMSGD create()

getTermCriteria

public TermCriteria getTermCriteria()

getInitialStepSize

public float getInitialStepSize()

getMarginRegularization

public float getMarginRegularization()

getShift

public float getShift()

getStepDecreasingPower

public float getStepDecreasingPower()

getMarginType

public int getMarginType()

getSvmsgdType

public int getSvmsgdType()

setInitialStepSize

public void setInitialStepSize(float InitialStepSize)

setMarginRegularization

public void setMarginRegularization(float marginRegularization)

setMarginType

public void setMarginType(int marginType)

setOptimalParameters

public void setOptimalParameters(int svmsgdType,
                                 int marginType)

setOptimalParameters

public void setOptimalParameters()

setStepDecreasingPower

public void setStepDecreasingPower(float stepDecreasingPower)

setSvmsgdType

public void setSvmsgdType(int svmsgdType)

setTermCriteria

public void setTermCriteria(TermCriteria val)

finalize

protected void finalize()
                 throws java.lang.Throwable

Overrides:

finalize in class StatModel

Throws:

java.lang.Throwable