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CvDTree Class Reference

`#include <ml.hpp>`

Inheritance diagram for CvDTree:

## Public Member Functions
virtual float | calc_error (CvMLData *trainData, int type, std::vector< float > *resp=0)
virtual CV_WRAP void | clear ()
CV_WRAP | CvDTree ()
CvDTreeTrainData * | get_data ()
int | get_pruned_tree_idx () const
const CvDTreeNode * | get_root () const
virtual const CvMat * | get_var_importance ()
virtual CV_WRAP cv::Mat | getVarImportance ()
virtual CvDTreeNode * | predict (const CvMat *sample, const CvMat *missingDataMask=0, bool preprocessedInput=false) const
virtual CV_WRAP CvDTreeNode * | predict (const cv::Mat &sample, const cv::Mat &missingDataMask=cv::Mat(), bool preprocessedInput=false) const
virtual void | read (CvFileStorage *fs, CvFileNode *node)
virtual void | read (CvFileStorage *fs, CvFileNode *node, CvDTreeTrainData *data)
virtual bool | train (const CvMat *trainData, int tflag, const CvMat *responses, const CvMat *varIdx=0, const CvMat *sampleIdx=0, const CvMat *varType=0, const CvMat *missingDataMask=0, CvDTreeParams params=CvDTreeParams())
virtual bool | train (CvMLData *trainData, CvDTreeParams params=CvDTreeParams())
virtual bool | train (CvDTreeTrainData *trainData, const CvMat *subsampleIdx)
virtual CV_WRAP bool | train (const cv::Mat &trainData, int tflag, const cv::Mat &responses, const cv::Mat &varIdx=cv::Mat(), const cv::Mat &sampleIdx=cv::Mat(), const cv::Mat &varType=cv::Mat(), const cv::Mat &missingDataMask=cv::Mat(), CvDTreeParams params=CvDTreeParams())
virtual void | write (CvFileStorage *fs, const char *name) const
virtual void | write (CvFileStorage *fs) const
virtual | ~CvDTree ()
Public Member Functions inherited from CvStatModel
| CvStatModel ()
virtual CV_WRAP void | load (const char *filename, const char *name=0)
virtual CV_WRAP void | save (const char *filename, const char *name=0) const
virtual | ~CvStatModel ()

## Public Attributes
int | pruned_tree_idx

## Protected Member Functions
virtual double | calc_node_dir (CvDTreeNode *node)
virtual void | calc_node_value (CvDTreeNode *node)
virtual void | cluster_categories (const int *vectors, int vector_count, int var_count, int *sums, int k, int *cluster_labels)
virtual void | complete_node_dir (CvDTreeNode *node)
virtual int | cut_tree (int T, int fold, double min_alpha)
virtual bool | do_train (const CvMat *_subsample_idx)
virtual CvDTreeSplit * | find_best_split (CvDTreeNode *n)
virtual CvDTreeSplit * | find_split_cat_class (CvDTreeNode *n, int vi, float init_quality=0, CvDTreeSplit *_split=0, uchar *ext_buf=0)
virtual CvDTreeSplit * | find_split_cat_reg (CvDTreeNode *n, int vi, float init_quality=0, CvDTreeSplit *_split=0, uchar *ext_buf=0)
virtual CvDTreeSplit * | find_split_ord_class (CvDTreeNode *n, int vi, float init_quality=0, CvDTreeSplit *_split=0, uchar *ext_buf=0)
virtual CvDTreeSplit * | find_split_ord_reg (CvDTreeNode *n, int vi, float init_quality=0, CvDTreeSplit *_split=0, uchar *ext_buf=0)
virtual CvDTreeSplit * | find_surrogate_split_cat (CvDTreeNode *n, int vi, uchar *ext_buf=0)
virtual CvDTreeSplit * | find_surrogate_split_ord (CvDTreeNode *n, int vi, uchar *ext_buf=0)
virtual void | free_prune_data (bool cut_tree)
virtual void | free_tree ()
virtual void | prune_cv ()
virtual CvDTreeNode * | read_node (CvFileStorage *fs, CvFileNode *node, CvDTreeNode *parent)
virtual CvDTreeSplit * | read_split (CvFileStorage *fs, CvFileNode *node)
virtual void | read_tree_nodes (CvFileStorage *fs, CvFileNode *node)
virtual void | split_node_data (CvDTreeNode *n)
virtual void | try_split_node (CvDTreeNode *n)
virtual double | update_tree_rnc (int T, int fold)
virtual void | write_node (CvFileStorage *fs, CvDTreeNode *node) const
virtual void | write_split (CvFileStorage *fs, CvDTreeSplit *split) const
virtual void | write_tree_nodes (CvFileStorage *fs) const

## Protected Attributes
CvDTreeTrainData * | data
CvDTreeNode * | root
CvMat * | var_importance
Protected Attributes inherited from CvStatModel
const char * | default_model_name

## Friends
struct | cv::DTreeBestSplitFinder

## Constructor & Destructor Documentation

CV_WRAP CvDTree::CvDTree | ( |  | ) |

virtual CvDTree::~CvDTree | ( |  | ) |
| virtual

## Member Function Documentation

virtual float CvDTree::calc_error | ( | CvMLData * | trainData,
|  | int | type,
|  | std::vector< float > * | resp = `0`
| ) |  |
| virtual

virtual double CvDTree::calc_node_dir | ( | CvDTreeNode * | node | ) |
| protected virtual

Reimplemented in CvBoostTree, and CvForestERTree.

virtual void CvDTree::calc_node_value | ( | CvDTreeNode * | node | ) |
| protected virtual

Reimplemented in CvBoostTree.

virtual CV_WRAP void CvDTree::clear | ( |  | ) |
| virtual

Reimplemented from CvStatModel.

Reimplemented in CvBoostTree.

virtual void CvDTree::cluster_categories | ( | const int * | vectors,
|  | int | vector_count,
|  | int | var_count,
|  | int * | sums,
|  | int | k,
|  | int * | cluster_labels
| ) |  |
| protected virtual

virtual void CvDTree::complete_node_dir | ( | CvDTreeNode * | node | ) |
| protected virtual

virtual int CvDTree::cut_tree | ( | int | T,
|  | int | fold,
|  | double | min_alpha
| ) |  |
| protected virtual

virtual bool CvDTree::do_train | ( | const CvMat * | _subsample_idx | ) |
| protected virtual

virtual CvDTreeSplit* CvDTree::find_best_split | ( | CvDTreeNode * | n | ) |
| protected virtual

Reimplemented in CvForestTree.

virtual CvDTreeSplit* CvDTree::find_split_cat_class | ( | CvDTreeNode * | n,
|  | int | vi,
|  | float | init_quality = `0`,
|  | CvDTreeSplit * | _split = `0`,
|  | uchar * | ext_buf = `0`
| ) |  |
| protected virtual

Reimplemented in CvBoostTree, and CvForestERTree.

virtual CvDTreeSplit* CvDTree::find_split_cat_reg | ( | CvDTreeNode * | n,
|  | int | vi,
|  | float | init_quality = `0`,
|  | CvDTreeSplit * | _split = `0`,
|  | uchar * | ext_buf = `0`
| ) |  |
| protected virtual

Reimplemented in CvBoostTree, and CvForestERTree.

virtual CvDTreeSplit* CvDTree::find_split_ord_class | ( | CvDTreeNode * | n,
|  | int | vi,
|  | float | init_quality = `0`,
|  | CvDTreeSplit * | _split = `0`,
|  | uchar * | ext_buf = `0`
| ) |  |
| protected virtual

Reimplemented in CvBoostTree, and CvForestERTree.

virtual CvDTreeSplit* CvDTree::find_split_ord_reg | ( | CvDTreeNode * | n,
|  | int | vi,
|  | float | init_quality = `0`,
|  | CvDTreeSplit * | _split = `0`,
|  | uchar * | ext_buf = `0`
| ) |  |
| protected virtual

Reimplemented in CvBoostTree, and CvForestERTree.

virtual CvDTreeSplit* CvDTree::find_surrogate_split_cat | ( | CvDTreeNode * | n,
|  | int | vi,
|  | uchar * | ext_buf = `0`
| ) |  |
| protected virtual

Reimplemented in CvBoostTree.

virtual CvDTreeSplit* CvDTree::find_surrogate_split_ord | ( | CvDTreeNode * | n,
|  | int | vi,
|  | uchar * | ext_buf = `0`
| ) |  |
| protected virtual

Reimplemented in CvBoostTree.

virtual void CvDTree::free_prune_data | ( | bool | cut_tree | ) |
| protected virtual

virtual void CvDTree::free_tree | ( |  | ) |
| protected virtual

CvDTreeTrainData* CvDTree::get_data | ( |  | ) |

int CvDTree::get_pruned_tree_idx | ( |  | ) | const

const CvDTreeNode* CvDTree::get_root | ( |  | ) | const

virtual const CvMat* CvDTree::get_var_importance | ( |  | ) |
| virtual

virtual CV_WRAP cv::Mat CvDTree::getVarImportance | ( |  | ) |
| virtual

virtual CvDTreeNode* CvDTree::predict | ( | const CvMat * | sample,
|  | const CvMat * | missingDataMask = `0`,
|  | bool | preprocessedInput = `false`
| ) |  | const
| virtual

virtual CV_WRAP CvDTreeNode* CvDTree::predict | ( | const cv::Mat & | sample,
|  | const cv::Mat & | missingDataMask = `cv::Mat()`,
|  | bool | preprocessedInput = `false`
| ) |  | const
| virtual

virtual void CvDTree::prune_cv | ( |  | ) |
| protected virtual

virtual void CvDTree::read | ( | CvFileStorage * | fs,
|  | CvFileNode * | node
| ) |  |
| virtual

Reimplemented from CvStatModel.

Reimplemented in CvBoostTree, and CvForestTree.

virtual void CvDTree::read | ( | CvFileStorage * | fs,
|  | CvFileNode * | node,
|  | CvDTreeTrainData * | data
| ) |  |
| virtual

Reimplemented in CvBoostTree, and CvForestTree.

virtual CvDTreeNode* CvDTree::read_node | ( | CvFileStorage * | fs,
|  | CvFileNode * | node,
|  | CvDTreeNode * | parent
| ) |  |
| protected virtual

virtual CvDTreeSplit* CvDTree::read_split | ( | CvFileStorage * | fs,
|  | CvFileNode * | node
| ) |  |
| protected virtual

virtual void CvDTree::read_tree_nodes | ( | CvFileStorage * | fs,
|  | CvFileNode * | node
| ) |  |
| protected virtual

virtual void CvDTree::split_node_data | ( | CvDTreeNode * | n | ) |
| protected virtual

Reimplemented in CvForestERTree.

virtual bool CvDTree::train | ( | const CvMat * | trainData,
|  | int | tflag,
|  | const CvMat * | responses,
|  | const CvMat * | varIdx = `0`,
|  | const CvMat * | sampleIdx = `0`,
|  | const CvMat * | varType = `0`,
|  | const CvMat * | missingDataMask = `0`,
|  | CvDTreeParams | params = `CvDTreeParams()`
| ) |  |
| virtual

Reimplemented in CvBoostTree, and CvForestTree.

virtual bool CvDTree::train | ( | CvMLData * | trainData,
|  | CvDTreeParams | params = `CvDTreeParams()`
| ) |  |
| virtual

virtual bool CvDTree::train | ( | CvDTreeTrainData * | trainData,
|  | const CvMat * | subsampleIdx
| ) |  |
| virtual

Reimplemented in CvBoostTree, and CvForestTree.

virtual CV_WRAP bool CvDTree::train | ( | const cv::Mat & | trainData,
|  | int | tflag,
|  | const cv::Mat & | responses,
|  | const cv::Mat & | varIdx = `cv::Mat()`,
|  | const cv::Mat & | sampleIdx = `cv::Mat()`,
|  | const cv::Mat & | varType = `cv::Mat()`,
|  | const cv::Mat & | missingDataMask = `cv::Mat()`,
|  | CvDTreeParams | params = `CvDTreeParams()`
| ) |  |
| virtual

virtual void CvDTree::try_split_node | ( | CvDTreeNode * | n | ) |
| protected virtual

Reimplemented in CvBoostTree.

virtual double CvDTree::update_tree_rnc | ( | int | T,
|  | int | fold
| ) |  |
| protected virtual

virtual void CvDTree::write | ( | CvFileStorage * | fs,
|  | const char * | name
| ) |  | const
| virtual

Reimplemented from CvStatModel.

virtual void CvDTree::write | ( | CvFileStorage * | fs | ) | const
| virtual

virtual void CvDTree::write_node | ( | CvFileStorage * | fs,
|  | CvDTreeNode * | node
| ) |  | const
| protected virtual

virtual void CvDTree::write_split | ( | CvFileStorage * | fs,
|  | CvDTreeSplit * | split
| ) |  | const
| protected virtual

virtual void CvDTree::write_tree_nodes | ( | CvFileStorage * | fs | ) | const
| protected virtual

## Friends And Related Function Documentation

friend struct cv::DTreeBestSplitFinder
| friend

## Member Data Documentation

CvDTreeTrainData* CvDTree::data
| protected

int CvDTree::pruned_tree_idx

CvDTreeNode* CvDTree::root
| protected

CvMat* CvDTree::var_importance
| protected

The documentation for this class was generated from the following file:

- /usr/obj/OpenCV-2.2.0/OpenCV-2.2.0/modules/ml/include/opencv2/ml/ml.hpp