Correlation and prediction of high-cost information retrieval evaluation metrics using deep learning

Introduction. To reduce cost of the evaluation of information retrieval systems, this study proposes a method that employs deep learning to predict the precision evaluation metric. It also aims to show why some of existing evaluation metrics correlate with each other while considering the varying di...

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Bibliographic Details
Main Authors: Muwanei, Sinyinda, Ravana, Sri Devi, Hoo, Wai Lam, Kunda, Douglas, Rajagopal, Prabha, Sodhi, Prabhpreet Singh
Format: Article
Published: Univ Sheffield Dept Information Studies 2022
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Online Access:http://eprints.um.edu.my/42045/
https://doi.org/10.47989/irpaper920
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