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simIReff  

Stochastic Simulation for Information Retrieval Evaluation: Effectiveness Scores
View on CRAN: Click here


Download and install simIReff package within the R console
Install from CRAN:
install.packages("simIReff")

Install from Github:
library("remotes")
install_github("cran/simIReff")

Install by package version:
library("remotes")
install_version("simIReff", "1.0")



Attach the package and use:
library("simIReff")
Maintained by
Julián Urbano
[Scholar Profile | Author Map]
First Published: 2018-06-15
Latest Update: 2018-06-15
Description:
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.
How to cite:
Julián Urbano (2018). simIReff: Stochastic Simulation for Information Retrieval Evaluation: Effectiveness Scores. R package version 1.0, https://cran.r-project.org/web/packages/simIReff. Accessed 30 Apr. 2025.
Previous versions and publish date:
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Complete documentation for simIReff
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