CLUS::BinaryObliqueSplitter Class Reference

#include <binaryobliquesplitter.h>

Inheritance diagram for CLUS::BinaryObliqueSplitter:

[legend]Collaboration diagram for CLUS::BinaryObliqueSplitter:

[legend]

Public Member Functions
	BinaryObliqueSplitter ()
	BinaryObliqueSplitter (const Vector< int > &DDomainSize, int CsplitDim, int RegDim)
	BinaryObliqueSplitter (BinarySplitter &aux)
bool	MoreSplits (int branch, int Min_no_datapoints)
	Should be called after ComputeSplitVariable().
double	ProbabilityLeft (const int *Dvars, const double *Cvars)
	Compute the probability to take the left branch.
int	ChooseBranch (const int *Dvars, const double *Cvars)
	Decides what branch to choose.
void	InitializeSplitStatistics (void)
	Initializes the data structures used in split variable selection.
void	UpdateSplitStatistics (const int *Dvars, const double *Cvars, double p1I, double p2I, double probability)
void	DeleteTemporaryStatistics (void)
	Cleans up all the unnecessary statistics after the decision has been made.
int	ComputeSplitVariable (int type=MultidimNormalStatistics::LDA)
	Decides on a split variable and frees the data structures used in split selection.
Data Fields
enum MultidimNormalStatistics::SeparationType	CSepHypType
	which of the three methods is used for computation of separating hyperplane
Protected Member Functions
double	ProbabilityLeftPrivate (const int *Dvars, const double *Cvars)
Protected Attributes
int	N
Vector< ProbabilisticBinomialStatistics >	discreteStatistics
MultidimNormalStatistics	continuousStatistics
bool	purePart

---

Constructor & Destructor Documentation

CLUS::BinaryObliqueSplitter::BinaryObliqueSplitter (   )  [inline]

Definition at line 90 of file binaryobliquesplitter.h.

CLUS::BinaryObliqueSplitter::BinaryObliqueSplitter (  const Vector< int > &  DDomainSize, int  CsplitDim, int  RegDim )  [inline]

Definition at line 92 of file binaryobliquesplitter.h.

CLUS::BinaryObliqueSplitter::BinaryObliqueSplitter (  BinarySplitter &  aux  )  [inline]

Definition at line 95 of file binaryobliquesplitter.h.

---

Member Function Documentation

int CLUS::BinaryObliqueSplitter::ChooseBranch (  const int *  Dvars, const double *  Cvars )  [inline]

Decides what branch to choose. Reimplemented from CLUS::BinarySplitter. Definition at line 128 of file binaryobliquesplitter.h.

int CLUS::BinaryObliqueSplitter::ComputeSplitVariable (  int  type = MultidimNormalStatistics::LDA  )  [inline]

Decides on a split variable and frees the data structures used in split selection. Returns: 0 if a split variable could be computed, -1 otherwise. Reimplemented from CLUS::BinarySplitter. Definition at line 171 of file binaryobliquesplitter.h.

void CLUS::BinaryObliqueSplitter::DeleteTemporaryStatistics (  void   )  [inline]

Cleans up all the unnecessary statistics after the decision has been made. Reimplemented from CLUS::BinarySplitter. Definition at line 164 of file binaryobliquesplitter.h.

void CLUS::BinaryObliqueSplitter::InitializeSplitStatistics (  void   )  [inline]

Initializes the data structures used in split variable selection. Reimplemented from CLUS::BinarySplitter. Definition at line 136 of file binaryobliquesplitter.h.

bool CLUS::BinaryObliqueSplitter::MoreSplits (  int  branch, int  Min_no_datapoints )  [inline]

Should be called after ComputeSplitVariable(). Returns: true if the children given by branch will be splitted in the future Reimplemented from CLUS::BinarySplitter. Definition at line 106 of file binaryobliquesplitter.h.

double CLUS::BinaryObliqueSplitter::ProbabilityLeft (  const int *  Dvars, const double *  Cvars )  [inline]

Compute the probability to take the left branch. Reimplemented in CLUS::BinaryObliqueProbabilisticSplitter. Definition at line 120 of file binaryobliquesplitter.h.

double CLUS::BinaryObliqueSplitter::ProbabilityLeftPrivate (  const int *  Dvars, const double *  Cvars )  [inline, protected]

Definition at line 60 of file binaryobliquesplitter.h. Referenced by ChooseBranch(), ProbabilityLeft(), and CLUS::BinaryObliqueProbabilisticSplitter::ProbabilityLeft().

void CLUS::BinaryObliqueSplitter::UpdateSplitStatistics (  const int *  Dvars, const double *  Cvars, double  p1I, double  p2I, double  probability )  [inline]

Definition at line 147 of file binaryobliquesplitter.h.

---

Field Documentation

MultidimNormalStatistics CLUS::BinaryObliqueSplitter::continuousStatistics [protected]

Definition at line 56 of file binaryobliquesplitter.h. Referenced by ComputeSplitVariable(), DeleteTemporaryStatistics(), InitializeSplitStatistics(), MoreSplits(), and UpdateSplitStatistics().

enum MultidimNormalStatistics::SeparationType CLUS::BinaryObliqueSplitter::CSepHypType

which of the three methods is used for computation of separating hyperplane Definition at line 101 of file binaryobliquesplitter.h.

Vector<ProbabilisticBinomialStatistics> CLUS::BinaryObliqueSplitter::discreteStatistics [protected]

Definition at line 55 of file binaryobliquesplitter.h. Referenced by ComputeSplitVariable(), DeleteTemporaryStatistics(), InitializeSplitStatistics(), and UpdateSplitStatistics().

int CLUS::BinaryObliqueSplitter::N [protected]

Definition at line 54 of file binaryobliquesplitter.h. Referenced by BinaryObliqueSplitter(), ComputeSplitVariable(), and UpdateSplitStatistics().

bool CLUS::BinaryObliqueSplitter::purePart [protected]

Definition at line 58 of file binaryobliquesplitter.h. Referenced by BinaryObliqueSplitter(), ComputeSplitVariable(), and MoreSplits().

---

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

• binaryobliquesplitter.h

---