org.opencv.ml

Class CvGBTreesParams

java.lang.Object

org.opencv.ml.CvDTreeParams

org.opencv.ml.CvGBTreesParams

public class CvGBTreesParams
extends CvDTreeParams

GBT training parameters.

The structure contains parameters for each single decision tree in the ensemble, as well as the whole model characteristics. The structure is derived from "CvDTreeParams" but not all of the decision tree parameters are supported: cross-validation, pruning, and class priorities are not used.

See Also:

org.opencv.ml.CvGBTreesParams : public CvDTreeParams

Field Summary

Fields inherited from class org.opencv.ml.CvDTreeParams

nativeObj

Constructor Summary

Constructors

Modifier	Constructor and Description
	CvGBTreesParams() By default the following constructor is used: CvGBTreesParams(CvGBTrees.SQUARED_LOSS, 200, 0.8f, 0.01f, 3, false)
protected	CvGBTreesParams(long addr)

Method Summary

Methods

Modifier and Type	Method and Description
protected void	finalize()
int	get_loss_function_type()
float	get_shrinkage()
float	get_subsample_portion()
int	get_weak_count()
void	set_loss_function_type(int loss_function_type)
void	set_shrinkage(float shrinkage)
void	set_subsample_portion(float subsample_portion)
void	set_weak_count(int weak_count)

Methods inherited from class org.opencv.ml.CvDTreeParams

get_cv_folds, get_max_categories, get_max_depth, get_min_sample_count, get_regression_accuracy, get_truncate_pruned_tree, get_use_1se_rule, get_use_surrogates, set_cv_folds, set_max_categories, set_max_depth, set_min_sample_count, set_regression_accuracy, set_truncate_pruned_tree, set_use_1se_rule, set_use_surrogates

Methods inherited from class java.lang.Object

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

Constructor Detail

CvGBTreesParams

protected CvGBTreesParams(long addr)

CvGBTreesParams

public CvGBTreesParams()

By default the following constructor is used: CvGBTreesParams(CvGBTrees.SQUARED_LOSS, 200, 0.8f, 0.01f, 3, false)

// C++ code:

: CvDTreeParams(3, 10, 0, false, 10, 0, false, false, 0)

See Also:

org.opencv.ml.CvGBTreesParams.CvGBTreesParams

Method Detail

get_weak_count

public int get_weak_count()

set_weak_count

public void set_weak_count(int weak_count)

get_loss_function_type

public int get_loss_function_type()

set_loss_function_type

public void set_loss_function_type(int loss_function_type)

get_subsample_portion

public float get_subsample_portion()

set_subsample_portion

public void set_subsample_portion(float subsample_portion)

get_shrinkage

public float get_shrinkage()

set_shrinkage

public void set_shrinkage(float shrinkage)

finalize

protected void finalize()
                 throws Throwable

Overrides:

finalize in class CvDTreeParams

Throws:

Throwable