Pairwise comparison of algorithm performances

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Description

Pairwise comparison of algorithm performances

Usage

1
paircomp(x, family, type = c("<", "="), ...)

Arguments

x

An AlgorithmPerformance object

family

A Paircomp object; see details section

type

Draw strict or indifference decision

...

Ignored

Details

Available TestPaircomp implementations:

FriedmanTestPaircomp Pairwise comparison based on the non parametric friedman test
LmerTestPaircomp Pairwise comparison based on a mixed effects model (function lmer in package lme4)
PercintTestPaircomp Pairwise comparison based on the bootstrap percentile intervals

Available PointPaircomp implementations:

GenericPointPaircomp Pairwise comparison based on point estimates.

Value

A PaircompDecision object; a list with the elements:

decision The incidence matrix representing the pairwise comparisons
type The decision type
base A list with information on the decision base

References

See Eugster and Leisch (2008) and Eugster et al. (2008) in citation("benchmark").