simIReff

Stochastic Simulation for Information Retrieval Evaluation: Effectiveness Scores

CRAN Package

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.


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  • Imports7 packages