org.bytedeco.javacpp

Class opencv_ml

java.lang.Object

org.bytedeco.javacpp.presets.opencv_ml

org.bytedeco.javacpp.opencv_ml

All Implemented Interfaces:

InfoMapper

public class opencv_ml
extends opencv_ml

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	opencv_ml.CvANN_MLP
static class	opencv_ml.CvANN_MLP_TrainParams \ Artificial Neural Networks (ANN) * \
static class	opencv_ml.CvBoost
static class	opencv_ml.CvBoostParams \ Boosted tree classifier * \
static class	opencv_ml.CvBoostTree
static class	opencv_ml.CvDTree
static class	opencv_ml.CvDTreeNode
static class	opencv_ml.CvDTreeParams
static class	opencv_ml.CvDTreeSplit
static class	opencv_ml.CvDTreeTrainData
static class	opencv_ml.CvERTrees
static class	opencv_ml.CvERTreeTrainData \ Extremely randomized trees Classifier * \
static class	opencv_ml.CvForestERTree
static class	opencv_ml.CvForestTree \ Random Trees Classifier * \
static class	opencv_ml.CvGBTrees
static class	opencv_ml.CvGBTreesParams \ Gradient Boosted Trees * \
static class	opencv_ml.CvKNearest \ K-Nearest Neighbour Classifier * \
static class	opencv_ml.CvMLData
static class	opencv_ml.CvNormalBayesClassifier
static class	opencv_ml.CvPair16u32s \ Decision Tree * \
static class	opencv_ml.CvParamGrid \ Normal Bayes Classifier * \
static class	opencv_ml.CvRTParams
static class	opencv_ml.CvRTrees
static class	opencv_ml.CvStatModel
static class	opencv_ml.CvSVM
static class	opencv_ml.CvSVMDecisionFunc
static class	opencv_ml.CvSVMKernel
static class	opencv_ml.CvSVMKernelRow
static class	opencv_ml.CvSVMParams \ Support Vector Machines * \
static class	opencv_ml.CvSVMSolutionInfo
static class	opencv_ml.CvSVMSolver
static class	opencv_ml.CvTrainTestSplit
static class	opencv_ml.CvVectors
static class	opencv_ml.DTreeBestSplitFinder
static class	opencv_ml.EM \ Expectation - Maximization * \
static class	opencv_ml.ForestTreeBestSplitFinder
static class	opencv_ml.StringIntMap

Field Summary

Fields

Modifier and Type	Field and Description
static int	CV_COL_SAMPLE
static int	CV_COUNT \ Data * \
static double	CV_LOG2PI \ Main struct definitions * \
static int	CV_PORTION
static int	CV_ROW_SAMPLE
static int	CV_TEST_ERROR
static int	CV_TRAIN_ERROR
static int	CV_TS_CONCENTRIC_SPHERES
static String	CV_TYPE_NAME_ML_ANN_MLP
static String	CV_TYPE_NAME_ML_BOOSTING
static String	CV_TYPE_NAME_ML_CNN
static String	CV_TYPE_NAME_ML_EM
static String	CV_TYPE_NAME_ML_ERTREES
static String	CV_TYPE_NAME_ML_GBT
static String	CV_TYPE_NAME_ML_KNN
static String	CV_TYPE_NAME_ML_NBAYES
static String	CV_TYPE_NAME_ML_RTREES
static String	CV_TYPE_NAME_ML_SVM
static String	CV_TYPE_NAME_ML_TREE
static int	CV_VAR_CATEGORICAL
static int	CV_VAR_NUMERICAL
static int	CV_VAR_ORDERED

Constructor Summary

Constructors

Constructor and Description
opencv_ml()

Method Summary

Methods

Modifier and Type	Method and Description
static void	cvCreateTestSet(int type, opencv_core.CvMat samples, int num_samples, int num_features, opencv_core.CvMat responses, int num_classes)
static void	cvCreateTestSet(int type, PointerPointer samples, int num_samples, int num_features, PointerPointer responses, int num_classes)
static void	cvRandGaussMixture(opencv_core.CvMat means, opencv_core.CvMat covs, float[] weights, int clsnum, opencv_core.CvMat sample)
static void	cvRandGaussMixture(opencv_core.CvMat means, opencv_core.CvMat covs, float[] weights, int clsnum, opencv_core.CvMat sample, opencv_core.CvMat sampClasses)
static void	cvRandGaussMixture(opencv_core.CvMat means, opencv_core.CvMat covs, FloatBuffer weights, int clsnum, opencv_core.CvMat sample)
static void	cvRandGaussMixture(opencv_core.CvMat means, opencv_core.CvMat covs, FloatBuffer weights, int clsnum, opencv_core.CvMat sample, opencv_core.CvMat sampClasses)
static void	cvRandGaussMixture(opencv_core.CvMat means, opencv_core.CvMat covs, FloatPointer weights, int clsnum, opencv_core.CvMat sample)
static void	cvRandGaussMixture(opencv_core.CvMat means, opencv_core.CvMat covs, FloatPointer weights, int clsnum, opencv_core.CvMat sample, opencv_core.CvMat sampClasses)
static void	cvRandGaussMixture(PointerPointer means, PointerPointer covs, FloatPointer weights, int clsnum, opencv_core.CvMat sample, opencv_core.CvMat sampClasses)
static void	cvRandMVNormal(opencv_core.CvMat mean, opencv_core.CvMat cov, opencv_core.CvMat sample)
static void	cvRandMVNormal(opencv_core.CvMat mean, opencv_core.CvMat cov, opencv_core.CvMat sample, long[] rng)
static void	cvRandMVNormal(opencv_core.CvMat mean, opencv_core.CvMat cov, opencv_core.CvMat sample, LongBuffer rng)
static void	cvRandMVNormal(opencv_core.CvMat mean, opencv_core.CvMat cov, opencv_core.CvMat sample, LongPointer rng) \ Auxilary functions declarations * \
static boolean	initModule_ml()

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

map

Methods inherited from class java.lang.Object

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

Field Detail

CV_LOG2PI

public static final double CV_LOG2PI

\ Main struct definitions * \

See Also:

Constant Field Values

CV_COL_SAMPLE

public static final int CV_COL_SAMPLE

See Also:

Constant Field Values

CV_ROW_SAMPLE

public static final int CV_ROW_SAMPLE

See Also:

Constant Field Values

CV_VAR_NUMERICAL

public static final int CV_VAR_NUMERICAL

See Also:

Constant Field Values

CV_VAR_ORDERED

public static final int CV_VAR_ORDERED

See Also:

Constant Field Values

CV_VAR_CATEGORICAL

public static final int CV_VAR_CATEGORICAL

See Also:

Constant Field Values

CV_TYPE_NAME_ML_SVM

public static final String CV_TYPE_NAME_ML_SVM

See Also:

Constant Field Values

CV_TYPE_NAME_ML_KNN

public static final String CV_TYPE_NAME_ML_KNN

See Also:

Constant Field Values

CV_TYPE_NAME_ML_NBAYES

public static final String CV_TYPE_NAME_ML_NBAYES

See Also:

Constant Field Values

CV_TYPE_NAME_ML_EM

public static final String CV_TYPE_NAME_ML_EM

See Also:

Constant Field Values

CV_TYPE_NAME_ML_BOOSTING

public static final String CV_TYPE_NAME_ML_BOOSTING

See Also:

Constant Field Values

CV_TYPE_NAME_ML_TREE

public static final String CV_TYPE_NAME_ML_TREE

See Also:

Constant Field Values

CV_TYPE_NAME_ML_ANN_MLP

public static final String CV_TYPE_NAME_ML_ANN_MLP

See Also:

Constant Field Values

CV_TYPE_NAME_ML_CNN

public static final String CV_TYPE_NAME_ML_CNN

See Also:

Constant Field Values

CV_TYPE_NAME_ML_RTREES

public static final String CV_TYPE_NAME_ML_RTREES

See Also:

Constant Field Values

CV_TYPE_NAME_ML_ERTREES

public static final String CV_TYPE_NAME_ML_ERTREES

See Also:

Constant Field Values

CV_TYPE_NAME_ML_GBT

public static final String CV_TYPE_NAME_ML_GBT

See Also:

Constant Field Values

CV_TRAIN_ERROR

public static final int CV_TRAIN_ERROR

See Also:

Constant Field Values

CV_TEST_ERROR

public static final int CV_TEST_ERROR

See Also:

Constant Field Values

CV_TS_CONCENTRIC_SPHERES

public static final int CV_TS_CONCENTRIC_SPHERES

See Also:

Constant Field Values

CV_COUNT

public static final int CV_COUNT

\ Data * \

See Also:

Constant Field Values

CV_PORTION

public static final int CV_PORTION

See Also:

Constant Field Values

Constructor Detail

opencv_ml

public opencv_ml()

Method Detail

cvRandMVNormal

public static void cvRandMVNormal(opencv_core.CvMat mean,
                  opencv_core.CvMat cov,
                  opencv_core.CvMat sample,
                  LongPointer rng)

\ Auxilary functions declarations * \

cvRandMVNormal

public static void cvRandMVNormal(opencv_core.CvMat mean,
                  opencv_core.CvMat cov,
                  opencv_core.CvMat sample)

cvRandMVNormal

public static void cvRandMVNormal(opencv_core.CvMat mean,
                  opencv_core.CvMat cov,
                  opencv_core.CvMat sample,
                  LongBuffer rng)

cvRandMVNormal

public static void cvRandMVNormal(opencv_core.CvMat mean,
                  opencv_core.CvMat cov,
                  opencv_core.CvMat sample,
                  long[] rng)

cvRandGaussMixture

public static void cvRandGaussMixture(PointerPointer means,
                      PointerPointer covs,
                      FloatPointer weights,
                      int clsnum,
                      opencv_core.CvMat sample,
                      opencv_core.CvMat sampClasses)

cvRandGaussMixture

public static void cvRandGaussMixture(opencv_core.CvMat means,
                      opencv_core.CvMat covs,
                      FloatPointer weights,
                      int clsnum,
                      opencv_core.CvMat sample)

cvRandGaussMixture

public static void cvRandGaussMixture(opencv_core.CvMat means,
                      opencv_core.CvMat covs,
                      FloatPointer weights,
                      int clsnum,
                      opencv_core.CvMat sample,
                      opencv_core.CvMat sampClasses)

cvRandGaussMixture

public static void cvRandGaussMixture(opencv_core.CvMat means,
                      opencv_core.CvMat covs,
                      FloatBuffer weights,
                      int clsnum,
                      opencv_core.CvMat sample,
                      opencv_core.CvMat sampClasses)

cvRandGaussMixture

public static void cvRandGaussMixture(opencv_core.CvMat means,
                      opencv_core.CvMat covs,
                      FloatBuffer weights,
                      int clsnum,
                      opencv_core.CvMat sample)

cvRandGaussMixture

public static void cvRandGaussMixture(opencv_core.CvMat means,
                      opencv_core.CvMat covs,
                      float[] weights,
                      int clsnum,
                      opencv_core.CvMat sample,
                      opencv_core.CvMat sampClasses)

cvRandGaussMixture

public static void cvRandGaussMixture(opencv_core.CvMat means,
                      opencv_core.CvMat covs,
                      float[] weights,
                      int clsnum,
                      opencv_core.CvMat sample)

cvCreateTestSet

public static void cvCreateTestSet(int type,
                   PointerPointer samples,
                   int num_samples,
                   int num_features,
                   PointerPointer responses,
                   int num_classes)

cvCreateTestSet

public static void cvCreateTestSet(int type,
                   opencv_core.CvMat samples,
                   int num_samples,
                   int num_features,
                   opencv_core.CvMat responses,
                   int num_classes)

initModule_ml

public static boolean initModule_ml()