org.bytedeco.javacpp

Class opencv_ml.CvSVM

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.opencv_ml.CvStatModel

org.bytedeco.javacpp.opencv_ml.CvSVM

Enclosing class:

opencv_ml

public static class opencv_ml.CvSVM
extends opencv_ml.CvStatModel

Nested Class Summary

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

Field Summary

Fields

Modifier and Type	Field and Description
static int	C enum CvSVM::
static int	C_SVC enum CvSVM::
static int	COEF enum CvSVM::
static int	DEGREE enum CvSVM::
static int	EPS_SVR enum CvSVM::
static int	GAMMA enum CvSVM::
static int	LINEAR enum CvSVM::
static int	NU enum CvSVM::
static int	NU_SVC enum CvSVM::
static int	NU_SVR enum CvSVM::
static int	ONE_CLASS enum CvSVM::
static int	P enum CvSVM::
static int	POLY enum CvSVM::
static int	RBF enum CvSVM::
static int	SIGMOID enum CvSVM::

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
opencv_ml.CvSVM()
opencv_ml.CvSVM(int size)
opencv_ml.CvSVM(opencv_core.CvMat trainData, opencv_core.CvMat responses)
opencv_ml.CvSVM(opencv_core.CvMat trainData, opencv_core.CvMat responses, opencv_core.CvMat varIdx, opencv_core.CvMat sampleIdx, opencv_ml.CvSVMParams params)
opencv_ml.CvSVM(opencv_core.Mat trainData, opencv_core.Mat responses)
opencv_ml.CvSVM(opencv_core.Mat trainData, opencv_core.Mat responses, opencv_core.Mat varIdx, opencv_core.Mat sampleIdx, opencv_ml.CvSVMParams params)
opencv_ml.CvSVM(Pointer p)

Method Summary

Methods

Modifier and Type	Method and Description
void	clear()
static opencv_ml.CvParamGrid	get_default_grid(int param_id)
opencv_ml.CvSVMParams	get_params()
int	get_support_vector_count()
FloatPointer	get_support_vector(int i)
int	get_var_count()
opencv_ml.CvSVM	position(int position)
void	predict_all(opencv_core.Mat samples, opencv_core.Mat results)
float	predict(opencv_core.CvMat sample)
float	predict(opencv_core.CvMat sample, boolean returnDFVal)
float	predict(opencv_core.CvMat samples, opencv_core.CvMat results)
float	predict(opencv_core.Mat sample)
float	predict(opencv_core.Mat sample, boolean returnDFVal)
void	read(opencv_core.CvFileStorage storage, opencv_core.CvFileNode node)
boolean	train_auto(opencv_core.CvMat trainData, opencv_core.CvMat responses, opencv_core.CvMat varIdx, opencv_core.CvMat sampleIdx, opencv_ml.CvSVMParams params)
boolean	train_auto(opencv_core.CvMat trainData, opencv_core.CvMat responses, opencv_core.CvMat varIdx, opencv_core.CvMat sampleIdx, opencv_ml.CvSVMParams params, int kfold, opencv_ml.CvParamGrid Cgrid, opencv_ml.CvParamGrid gammaGrid, opencv_ml.CvParamGrid pGrid, opencv_ml.CvParamGrid nuGrid, opencv_ml.CvParamGrid coeffGrid, opencv_ml.CvParamGrid degreeGrid, boolean balanced)
boolean	train_auto(opencv_core.Mat trainData, opencv_core.Mat responses, opencv_core.Mat varIdx, opencv_core.Mat sampleIdx, opencv_ml.CvSVMParams params)
boolean	train_auto(opencv_core.Mat trainData, opencv_core.Mat responses, opencv_core.Mat varIdx, opencv_core.Mat sampleIdx, opencv_ml.CvSVMParams params, int k_fold, opencv_ml.CvParamGrid Cgrid, opencv_ml.CvParamGrid gammaGrid, opencv_ml.CvParamGrid pGrid, opencv_ml.CvParamGrid nuGrid, opencv_ml.CvParamGrid coeffGrid, opencv_ml.CvParamGrid degreeGrid, boolean balanced)
boolean	train(opencv_core.CvMat trainData, opencv_core.CvMat responses)
boolean	train(opencv_core.CvMat trainData, opencv_core.CvMat responses, opencv_core.CvMat varIdx, opencv_core.CvMat sampleIdx, opencv_ml.CvSVMParams params)
boolean	train(opencv_core.Mat trainData, opencv_core.Mat responses)
boolean	train(opencv_core.Mat trainData, opencv_core.Mat responses, opencv_core.Mat varIdx, opencv_core.Mat sampleIdx, opencv_ml.CvSVMParams params)
void	write(opencv_core.CvFileStorage storage, BytePointer name)
void	write(opencv_core.CvFileStorage storage, String name)

Methods inherited from class org.bytedeco.javacpp.opencv_ml.CvStatModel

load, load, load, load, save, save, save, save

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, capacity, capacity, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, hashCode, isNull, limit, limit, memchr, memcmp, memcpy, memmove, memset, offsetof, position, put, setNull, sizeof, toString, withDeallocator, zero

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Field Detail

C_SVC

public static final int C_SVC

enum CvSVM::

See Also:

Constant Field Values

NU_SVC

public static final int NU_SVC

enum CvSVM::

See Also:

Constant Field Values

ONE_CLASS

public static final int ONE_CLASS

enum CvSVM::

See Also:

Constant Field Values

EPS_SVR

public static final int EPS_SVR

enum CvSVM::

See Also:

Constant Field Values

NU_SVR

public static final int NU_SVR

enum CvSVM::

See Also:

Constant Field Values

LINEAR

public static final int LINEAR

enum CvSVM::

See Also:

Constant Field Values

POLY

public static final int POLY

enum CvSVM::

See Also:

Constant Field Values

RBF

public static final int RBF

enum CvSVM::

See Also:

Constant Field Values

SIGMOID

public static final int SIGMOID

enum CvSVM::

See Also:

Constant Field Values

C

public static final int C

enum CvSVM::

See Also:

Constant Field Values

GAMMA

public static final int GAMMA

enum CvSVM::

See Also:

Constant Field Values

P

public static final int P

enum CvSVM::

See Also:

Constant Field Values

NU

public static final int NU

enum CvSVM::

See Also:

Constant Field Values

COEF

public static final int COEF

enum CvSVM::

See Also:

Constant Field Values

DEGREE

public static final int DEGREE

enum CvSVM::

See Also:

Constant Field Values

Constructor Detail

opencv_ml.CvSVM

public opencv_ml.CvSVM(Pointer p)

opencv_ml.CvSVM

public opencv_ml.CvSVM(int size)

opencv_ml.CvSVM

public opencv_ml.CvSVM()

opencv_ml.CvSVM

public opencv_ml.CvSVM(opencv_core.CvMat trainData,
               opencv_core.CvMat responses,
               opencv_core.CvMat varIdx,
               opencv_core.CvMat sampleIdx,
               opencv_ml.CvSVMParams params)

opencv_ml.CvSVM

public opencv_ml.CvSVM(opencv_core.CvMat trainData,
               opencv_core.CvMat responses)

opencv_ml.CvSVM

public opencv_ml.CvSVM(opencv_core.Mat trainData,
               opencv_core.Mat responses,
               opencv_core.Mat varIdx,
               opencv_core.Mat sampleIdx,
               opencv_ml.CvSVMParams params)

opencv_ml.CvSVM

public opencv_ml.CvSVM(opencv_core.Mat trainData,
               opencv_core.Mat responses)

Method Detail

position

public opencv_ml.CvSVM position(int position)

Overrides:

position in class opencv_ml.CvStatModel

train

public boolean train(opencv_core.CvMat trainData,
            opencv_core.CvMat responses,
            opencv_core.CvMat varIdx,
            opencv_core.CvMat sampleIdx,
            opencv_ml.CvSVMParams params)

train

public boolean train(opencv_core.CvMat trainData,
            opencv_core.CvMat responses)

train_auto

public boolean train_auto(opencv_core.CvMat trainData,
                 opencv_core.CvMat responses,
                 opencv_core.CvMat varIdx,
                 opencv_core.CvMat sampleIdx,
                 opencv_ml.CvSVMParams params,
                 int kfold,
                 opencv_ml.CvParamGrid Cgrid,
                 opencv_ml.CvParamGrid gammaGrid,
                 opencv_ml.CvParamGrid pGrid,
                 opencv_ml.CvParamGrid nuGrid,
                 opencv_ml.CvParamGrid coeffGrid,
                 opencv_ml.CvParamGrid degreeGrid,
                 boolean balanced)

train_auto

public boolean train_auto(opencv_core.CvMat trainData,
                 opencv_core.CvMat responses,
                 opencv_core.CvMat varIdx,
                 opencv_core.CvMat sampleIdx,
                 opencv_ml.CvSVMParams params)

predict

public float predict(opencv_core.CvMat sample,
            boolean returnDFVal)

predict

public float predict(opencv_core.CvMat sample)

predict

public float predict(opencv_core.CvMat samples,
            opencv_core.CvMat results)

train

public boolean train(opencv_core.Mat trainData,
            opencv_core.Mat responses,
            opencv_core.Mat varIdx,
            opencv_core.Mat sampleIdx,
            opencv_ml.CvSVMParams params)

train

public boolean train(opencv_core.Mat trainData,
            opencv_core.Mat responses)

train_auto

public boolean train_auto(opencv_core.Mat trainData,
                 opencv_core.Mat responses,
                 opencv_core.Mat varIdx,
                 opencv_core.Mat sampleIdx,
                 opencv_ml.CvSVMParams params,
                 int k_fold,
                 opencv_ml.CvParamGrid Cgrid,
                 opencv_ml.CvParamGrid gammaGrid,
                 opencv_ml.CvParamGrid pGrid,
                 opencv_ml.CvParamGrid nuGrid,
                 opencv_ml.CvParamGrid coeffGrid,
                 opencv_ml.CvParamGrid degreeGrid,
                 boolean balanced)

train_auto

public boolean train_auto(opencv_core.Mat trainData,
                 opencv_core.Mat responses,
                 opencv_core.Mat varIdx,
                 opencv_core.Mat sampleIdx,
                 opencv_ml.CvSVMParams params)

predict

public float predict(opencv_core.Mat sample,
            boolean returnDFVal)

predict

public float predict(opencv_core.Mat sample)

predict_all

public void predict_all(opencv_core.Mat samples,
               opencv_core.Mat results)

get_support_vector_count

public int get_support_vector_count()

get_support_vector

public FloatPointer get_support_vector(int i)

get_params

public opencv_ml.CvSVMParams get_params()

clear

public void clear()

Overrides:

clear in class opencv_ml.CvStatModel

get_default_grid

public static opencv_ml.CvParamGrid get_default_grid(int param_id)

write

public void write(opencv_core.CvFileStorage storage,
         BytePointer name)

Overrides:

write in class opencv_ml.CvStatModel

write

public void write(opencv_core.CvFileStorage storage,
         String name)

Overrides:

write in class opencv_ml.CvStatModel

read

public void read(opencv_core.CvFileStorage storage,
        opencv_core.CvFileNode node)

Overrides:

read in class opencv_ml.CvStatModel

get_var_count

public int get_var_count()