theplu::yat::classifier::InputRanker Class Reference

Class for ranking rows in a matrix, using a Score and a target vector. More...

#include <yat/classifier/InputRanker.h>

Public Member Functions
	InputRanker (const MatrixLookup &, const Target &, const statistics::Score &)
	InputRanker (const MatrixLookupWeighted &, const Target &, const statistics::Score &)
const std::vector< size_t > &	id (void) const
const std::vector< size_t > &	rank (void) const
double	score (size_t rank) const

Detailed Description

Class for ranking rows in a matrix, using a Score and a target vector.

Constructor & Destructor Documentation

theplu::yat::classifier::InputRanker::InputRanker	(	const MatrixLookup &	,
		const Target &	,
		const statistics::Score &
	)

Constructor taking data, target, a Score object and vector defining what samples to use (default is to use all samples)

theplu::yat::classifier::InputRanker::InputRanker	(	const MatrixLookupWeighted &	,
		const Target &	,
		const statistics::Score &
	)

Constructor taking data, target, a Score object and vector defining what samples to use (default is to use all samples)

Member Function Documentation

const std::vector<size_t>& theplu::yat::classifier::InputRanker::id

(

void

)

const

highest ranked gene is ranked as number zero

Returns

id (index) of input ranked as number i

const std::vector<size_t>& theplu::yat::classifier::InputRanker::rank

(

void

)

const

highest ranked gene is ranked as number zero

Returns

rank for id (row) i

double theplu::yat::classifier::InputRanker::score

(

size_t

rank

)

const

Parameters

rank	should be a number in range [0,N-1] where N is number of inputs in data matrix. "score(0)" will gives the score of the feature that had the highest score.

Returns

score of the input that has been been ranked as number rank.

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

• yat/classifier/InputRanker.h