bounds_on_ratios_in_theta_sketched_sets< ExtractKey > Class Template Reference

Bounds on ratios in Theta sketched sets. More...

#include <bounds_on_ratios_in_theta_sketched_sets.hpp>

Static Public Member Functions
template<typename SketchA , typename SketchB >
static double	lower_bound_for_b_over_a (const SketchA &sketch_a, const SketchB &sketch_b)
	Gets the approximate lower bound for B over A based on a 95% confidence interval. More...
template<typename SketchA , typename SketchB >
static double	upper_bound_for_b_over_a (const SketchA &sketch_a, const SketchB &sketch_b)
	Gets the approximate upper bound for B over A based on a 95% confidence interval. More...
template<typename SketchA , typename SketchB >
static double	estimate_of_b_over_a (const SketchA &sketch_a, const SketchB &sketch_b)
	Gets the estimate for B over A. More...

Detailed Description

template<typename ExtractKey>
class datasketches::bounds_on_ratios_in_theta_sketched_sets< ExtractKey >

Bounds on ratios in Theta sketched sets.

This is to compute the bounds on the estimate of the ratio B / A, where:

• A is a Theta Sketch of population PopA.
• B is a Theta Sketch of population PopB that is a subset of A, obtained by an intersection of A with some other Theta Sketch C, which acts like a predicate or selection clause.
• The estimate of the ratio PopB/PopA is estimate_of_b_over_a(A, B).
• The Upper Bound estimate on the ratio PopB/PopA is upper_bound_for_b_over_a(A, B).
• The Lower Bound estimate on the ratio PopB/PopA is lower_bound_for_b_over_a(A, B).

Note: The theta of A cannot be greater than the theta of B. If B is formed as an intersection of A and some other set C, then the theta of B is guaranteed to be less than or equal to the theta of B.

Member Function Documentation

lower_bound_for_b_over_a()

static double lower_bound_for_b_over_a ( const SketchA &  sketch_a, const SketchB &  sketch_b  )

inlinestatic

Gets the approximate lower bound for B over A based on a 95% confidence interval.

Parameters

sketch_a	the sketch A
sketch_b	the sketch B

Returns

the approximate lower bound for B over A

upper_bound_for_b_over_a()

static double upper_bound_for_b_over_a ( const SketchA &  sketch_a, const SketchB &  sketch_b  )

inlinestatic

Gets the approximate upper bound for B over A based on a 95% confidence interval.

Parameters

sketch_a	the sketch A
sketch_b	the sketch B

Returns

the approximate upper bound for B over A

estimate_of_b_over_a()

static double estimate_of_b_over_a ( const SketchA &  sketch_a, const SketchB &  sketch_b  )

inlinestatic

Gets the estimate for B over A.

Parameters

sketch_a	the sketch A
sketch_b	the sketch B

Returns

the estimate for B over A

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

• theta/include/bounds_on_ratios_in_theta_sketched_sets.hpp