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

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

#include <yat/classifier/IGP.h>

List of all members.

Public Member Functions
	IGP (const MatrixLookup &, const Target &)
	IGP (const MatrixLookup &, const Target &, const Distance &)
virtual	~IGP ()
const utility::Vector &	score (void) const

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Detailed Description

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

Class for In Group Proportions (IGP).

See Kapp and Tibshirani, Biostatistics (2006).

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Constructor & Destructor Documentation

template<typename Distance>

theplu::yat::classifier::IGP< Distance >::IGP	(	const MatrixLookup &	data,
		const Target &	target
	)			[inline]

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
	)			[inline]

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

template<typename Distance>

theplu::yat::classifier::IGP< Distance >::~IGP

(

)

[inline, virtual]

Destrucutor

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Member Function Documentation

template<typename Distance>

const utility::Vector & theplu::yat::classifier::IGP< Distance >::score

(

void

)

const [inline]

Returns:

the IGP score for each class as elements in a vector.

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

• yat/classifier/IGP.h