yat  0.12.3pre
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theplu::yat::classifier::IGP< Distance > Class Template Reference

Class for In Group Proportions (IGP) More...

#include <yat/classifier/IGP.h>

Public Member Functions

 IGP (const MatrixLookup &, const Target &)
 
 IGP (const MatrixLookup &, const Target &, const Distance &)
 
virtual ~IGP ()
 
const utility::Vectorscore (void) const
 

Detailed Description

template<typename Distance>
class theplu::yat::classifier::IGP< Distance >

Class for In Group Proportions (IGP)

See Kapp and Tibshirani, Biostatistics (2006).

Constructor & Destructor Documentation

template<typename Distance >
theplu::yat::classifier::IGP< Distance >::IGP ( const MatrixLookup data,
const Target target 
)

Constructor taking the training data and the target vector and as input.

template<typename Distance >
theplu::yat::classifier::IGP< Distance >::IGP ( const MatrixLookup data,
const Target target,
const Distance &  dist 
)

Constructor taking the training data, the target vector and the distance measure as input.

template<typename Distance >
theplu::yat::classifier::IGP< Distance >::~IGP ( )
virtual

Destrucutor

Member Function Documentation

template<typename Distance >
const utility::Vector & theplu::yat::classifier::IGP< Distance >::score ( void  ) const
Returns
the IGP score for each class as elements in a vector.

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

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