Add a usage example of the JLH score (#28905)
Adds a usage example of the JLH score used in significant terms aggregation. All other methods to calculate significance score have such an example Closes #28513
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@ -327,6 +327,15 @@ However, the `size` and `shard size` settings covered in the next section provid
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==== Parameters
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===== JLH score
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The JLH score can be used as a significance score by adding the parameter
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[source,js]
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--------------------------------------------------
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"jlh": {
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}
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--------------------------------------------------
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// NOTCONSOLE
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The scores are derived from the doc frequencies in _foreground_ and _background_ sets. The _absolute_ change in popularity (foregroundPercent - backgroundPercent) would favor common terms whereas the _relative_ change in popularity (foregroundPercent/ backgroundPercent) would favor rare terms. Rare vs common is essentially a precision vs recall balance and so the absolute and relative changes are multiplied to provide a sweet spot between precision and recall.
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