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Missing measures from entity resolution literature #2

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ngmarchant opened this issue Nov 17, 2020 · 1 comment
Open

Missing measures from entity resolution literature #2

ngmarchant opened this issue Nov 17, 2020 · 1 comment

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@ngmarchant
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Matt Barnes review several measures for evaluating ER in a tech report. We have already implemented most of them, but could consider adding:

  • cluster precision, recall, F-score
  • closest cluster precision, recall, F-score
  • purity and K measure
  • generalized merge distance
@resteorts
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I like this idea. He might have more in this thesis as it was more in depth. We're all missing some measures that we use from the Bayesian literature on MMS, SMPMMS, etc.

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@resteorts @ngmarchant