CvRTrees Class Reference
#include <ml.hpp>
List of all members.
Public Member Functions |
virtual float | calc_error (CvMLData *_data, int type, std::vector< float > *resp=0) |
virtual CV_WRAP void | clear () |
CV_WRAP | CvRTrees () |
CvMat * | get_active_var_mask () |
virtual float | get_proximity (const CvMat *sample1, const CvMat *sample2, const CvMat *missing1=0, const CvMat *missing2=0) const |
CvRNG * | get_rng () |
virtual float | get_train_error () |
CvForestTree * | get_tree (int i) const |
int | get_tree_count () const |
virtual const CvMat * | get_var_importance () |
virtual CV_WRAP cv::Mat | getVarImportance () |
virtual CV_WRAP float | predict (const cv::Mat &sample, const cv::Mat &missing=cv::Mat()) const |
virtual float | predict (const CvMat *sample, const CvMat *missing=0) const |
virtual CV_WRAP float | predict_prob (const cv::Mat &sample, const cv::Mat &missing=cv::Mat()) const |
virtual float | predict_prob (const CvMat *sample, const CvMat *missing=0) const |
virtual void | read (CvFileStorage *fs, CvFileNode *node) |
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(), CvRTParams params=CvRTParams()) |
virtual bool | train (CvMLData *data, CvRTParams params=CvRTParams()) |
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, CvRTParams params=CvRTParams()) |
virtual void | write (CvFileStorage *fs, const char *name) const |
virtual | ~CvRTrees () |
Protected Member Functions |
virtual bool | grow_forest (const CvTermCriteria term_crit) |
Protected Attributes |
CvMat * | active_var_mask |
CvDTreeTrainData * | data |
int | nclasses |
int | nsamples |
int | ntrees |
double | oob_error |
cv::RNG * | rng |
CvForestTree ** | trees |
CvMat * | var_importance |
Constructor & Destructor Documentation
CV_WRAP CvRTrees::CvRTrees |
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virtual CvRTrees::~CvRTrees |
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Member Function Documentation
virtual float CvRTrees::calc_error |
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CvMLData * |
_data, |
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int |
type, |
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std::vector< float > * |
resp = 0 | |
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virtual CV_WRAP void CvRTrees::clear |
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[virtual] |
CvMat* CvRTrees::get_active_var_mask |
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virtual float CvRTrees::get_proximity |
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const CvMat * |
sample1, |
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const CvMat * |
sample2, |
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const CvMat * |
missing1 = 0 , |
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const CvMat * |
missing2 = 0 | |
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CvRNG* CvRTrees::get_rng |
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virtual float CvRTrees::get_train_error |
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int CvRTrees::get_tree_count |
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virtual const CvMat* CvRTrees::get_var_importance |
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virtual CV_WRAP cv::Mat CvRTrees::getVarImportance |
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virtual bool CvRTrees::grow_forest |
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const CvTermCriteria |
term_crit |
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[protected, virtual] |
virtual CV_WRAP float CvRTrees::predict |
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const cv::Mat & |
sample, |
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const cv::Mat & |
missing = cv::Mat() | |
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virtual float CvRTrees::predict |
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const CvMat * |
sample, |
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const CvMat * |
missing = 0 | |
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virtual CV_WRAP float CvRTrees::predict_prob |
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const cv::Mat & |
sample, |
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const cv::Mat & |
missing = cv::Mat() | |
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virtual float CvRTrees::predict_prob |
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const CvMat * |
sample, |
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const CvMat * |
missing = 0 | |
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virtual bool CvRTrees::train |
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const CvMat * |
trainData, |
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int |
tflag, |
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const CvMat * |
responses, |
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const CvMat * |
varIdx = 0 , |
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const CvMat * |
sampleIdx = 0 , |
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const CvMat * |
varType = 0 , |
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const CvMat * |
missingDataMask = 0 , |
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CvRTParams |
params = CvRTParams() | |
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virtual void CvRTrees::write |
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CvFileStorage * |
fs, |
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const char * |
name | |
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Member Data Documentation
The documentation for this class was generated from the following file:
- /home/grier/opencv/opencv/modules/ml/include/opencv2/ml/ml.hpp