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Performance Evaluation Metrics for Link Discovery Systems

机译:链路发现系统的性能评估指标

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摘要

Recently there has been an explosion of work on the design of automated link discovery (LD) systems but little work has been done to investigate metrics to evaluate the performance of such systems. This paper states the link discovery system evaluation problem, explores the issues involved in evaluating the performance of link discovery systems by relating it to the traditional problems of evaluating classification systems, and describes metrics I derived to evaluate the LD systems being developed under DARPA's EELD program.
机译:最近,关于自动链接发现(LD)系统设计的工作激增了,但是研究指标以评估此类系统性能的工作却很少。本文阐述了链路发现系统评估的问题,通过将其与评估分类系统的传统问题联系起来,探讨了评估链路发现系统性能的问题,并描述了我用来评估在DARPA EELD计划下开发的LD系统的度量标准。

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