simIReff: Stochastic Simulation for Information Retrieval Evaluation: Effectiveness Scores

Provides tools for the stochastic simulation of effectiveness scores to mitigate data-related limitations of Information Retrieval evaluation research, as described in Urbano and Nagler (2018) <doi:10.1145/3209978.3210043>. These tools include: fitting, selection and plotting distributions to model system effectiveness, transformation towards a prespecified expected value, proxy to fitting of copula models based on these distributions, and simulation of new evaluation data from these distributions and copula models.

Package details

AuthorJulián Urbano [aut, cre], Thomas Nagler [ctb]
MaintainerJulián Urbano <[email protected]>
LicenseMIT + file LICENSE
Version1.0
URL https://github.com/julian-urbano/simIReff/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("simIReff")

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simIReff documentation built on June 16, 2018, 1:39 p.m.