IVT
Public Types | Public Member Functions | List of all members
CNearestNeighbor Class Reference
Classificators

Class containing different implementations of the nearest neighbor classificator. More...

#include <NearestNeighbor.h>

Inheritance diagram for CNearestNeighbor:
CClassificatorInterface

Public Types

enum  ComputationMethod { eBruteForce, eKdTree, eBruteForceGPU }
 

Public Member Functions

 CNearestNeighbor (ComputationMethod method)
 
 ~CNearestNeighbor ()
 
void SetKdTreeMaxLeaves (int nKdTreeMaxLeaves)
 
bool Train (const float *pData, int nDimension, int nDataSets)
 
int Classify (const float *pQuery, int nDimension, float &fResultError)
 
bool Classify (const float *pQueries, int nDimension, int nQueries, int *pResults, float *pResultErrors)
 
- Public Member Functions inherited from CClassificatorInterface
virtual ~CClassificatorInterface ()
 

Detailed Description

Class containing different implementations of the nearest neighbor classificator.

Definition at line 71 of file NearestNeighbor.h.

Member Enumeration Documentation

enum CNearestNeighbor::ComputationMethod
Enumerator
eBruteForce 
eKdTree 
eBruteForceGPU 

Definition at line 74 of file NearestNeighbor.h.

Constructor & Destructor Documentation

CNearestNeighbor::CNearestNeighbor ( ComputationMethod  method)

Definition at line 63 of file NearestNeighbor.cpp.

CNearestNeighbor::~CNearestNeighbor ( )

Definition at line 74 of file NearestNeighbor.cpp.

Member Function Documentation

int CNearestNeighbor::Classify ( const float *  pQuery,
int  nDimension,
float &  fResultError 
)
virtual

Implements CClassificatorInterface.

Definition at line 154 of file NearestNeighbor.cpp.

bool CNearestNeighbor::Classify ( const float *  pQueries,
int  nDimension,
int  nQueries,
int *  pResults,
float *  pResultErrors 
)
virtual

Implements CClassificatorInterface.

Definition at line 221 of file NearestNeighbor.cpp.

void CNearestNeighbor::SetKdTreeMaxLeaves ( int  nKdTreeMaxLeaves)
inline

Definition at line 89 of file NearestNeighbor.h.

bool CNearestNeighbor::Train ( const float *  pData,
int  nDimension,
int  nDataSets 
)
virtual

Implements CClassificatorInterface.

Definition at line 91 of file NearestNeighbor.cpp.

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