RS Class Reference

#include <RS.h>

Inheritance diagram for RS:

Public Member Functions
	RS (shared_ptr< MatrixXd > data, shared_ptr< Kernel > k)
	RS (shared_ptr< MatrixXd > data, shared_ptr< Kernel > k, int samples)
Public Member Functions inherited from MoMEstimator
double	query (VectorXd q, double lb, int m)

Protected Member Functions
std::vector< double >	MoM (VectorXd q, int L, int m)

Additional Inherited Members
Public Attributes inherited from MoMEstimator
double	totalTime = 0

Detailed Description

Random sampling estimator

Constructor & Destructor Documentation

RS() [1/2]

RS::RS	(	shared_ptr< MatrixXd >	data,
		shared_ptr< Kernel >	k
	)

Default constructor.

Parameters

data	dataset
k	kernel

RS() [2/2]

RS::RS	(	shared_ptr< MatrixXd >	data,
		shared_ptr< Kernel >	k,
		int	samples
	)

Constructor with fixed reservoir size.

Parameters

data	the whole dataset
k	kernel
samples	size of the reservoir

Member Function Documentation

MoM()

std::vector< double > RS::MoM ( VectorXd  q, int  L, int  m  )

protectedvirtual

Parameters

q	query
L	median of L means
m	means of m samples

Returns

: a vector of L elements, where each element is a sum of m random samples

Implements MoMEstimator.

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

• RS.h
• RS.cpp