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F-Measure and similar metrics #38

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agazzarini opened this issue Aug 4, 2018 · 1 comment
Closed

F-Measure and similar metrics #38

agazzarini opened this issue Aug 4, 2018 · 1 comment
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@agazzarini
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At the moment the Metric framework allows to implement a metric which is able to compute a value, at query level, after being notified on each search hit. At upper levels,the same metric is aggregated using the arithmetic mean.

Metrics like F-Measure need a different infrastructure, because they are computed on top of other metrics (Precision & Recall for F-Measure)

@agazzarini agazzarini added enhancement New feature or request task labels Aug 4, 2018
@agazzarini agazzarini self-assigned this Aug 4, 2018
agazzarini pushed a commit that referenced this issue Sep 16, 2018
agazzarini pushed a commit that referenced this issue Sep 16, 2018
@agazzarini
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Composite metrics structure have been implemented in the latest commits. For a concrete example you can check the F-Measure metric code. RRE includes the three most popular versions of that metric: F0.5, F1 and F2

@agazzarini agazzarini added this to the 1.1 milestone Apr 23, 2020
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