CLUS::DCTrainingData Class Reference

Ancestor of all Training Data generators that can manipulate both discrete and continuous entries. More...

#include <dctraingen.h>

Inheritance diagram for CLUS::DCTrainingData:

[legend]Collaboration diagram for CLUS::DCTrainingData:

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Public Member Functions
	DCTrainingData (int M, int Ddims, int Cdims, Vector< int > &DDomainSize)
virtual const Vector< int > &	GetDDomainSizes (void)
	Required for the discrete part.
virtual Vector< int >	domainSizes ()
virtual int	NumDiscreteCols (void)
virtual const Matrix< int > &	GetDiscreteTrainingData (void)
Protected Attributes
Matrix< int >	DTable
	the table with the discrete part of the training data
Vector< int >	dDomainSize
	list of discrete domain sizes

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Detailed Description

Ancestor of all Training Data generators that can manipulate both discrete and continuous entries.

Used by decision and regression trees.

Definition at line 45 of file dctraingen.h.

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Constructor & Destructor Documentation

CLUS::DCTrainingData::DCTrainingData (  int  M, int  Ddims, int  Cdims, Vector< int > &  DDomainSize )  [inline]

Definition at line 55 of file dctraingen.h.

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Member Function Documentation

virtual Vector<int> CLUS::DCTrainingData::domainSizes (   )  [inline, virtual]

Definition at line 65 of file dctraingen.h.

virtual const Vector<int>& CLUS::DCTrainingData::GetDDomainSizes (  void   )  [inline, virtual]

Required for the discrete part. Equivalent to the normalization for continuous variables Definition at line 60 of file dctraingen.h.

virtual const Matrix<int>& CLUS::DCTrainingData::GetDiscreteTrainingData (  void   )  [inline, virtual]

Definition at line 75 of file dctraingen.h.

virtual int CLUS::DCTrainingData::NumDiscreteCols (  void   )  [inline, virtual]

Definition at line 70 of file dctraingen.h. Referenced by CLUS::StreamDCTrainingData::StreamDCTrainingData().

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Field Documentation

Vector<int> CLUS::DCTrainingData::dDomainSize [protected]

list of discrete domain sizes Definition at line 53 of file dctraingen.h. Referenced by DCTrainingData(), domainSizes(), GetDDomainSizes(), and CLUS::StreamDCTrainingData::StreamDCTrainingData().

Matrix<int> CLUS::DCTrainingData::DTable [protected]

the table with the discrete part of the training data Definition at line 50 of file dctraingen.h. Referenced by DCTrainingData(), GetDiscreteTrainingData(), NumDiscreteCols(), and CLUS::StreamDCTrainingData::StreamDCTrainingData().

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

• dctraingen.h

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