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[8.14] [ML] Add explanation of typical location (backport #2753) #2755

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Jul 25, 2024
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[8.14] [ML] Add explanation of typical location (backport #2753) #2755

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5 changes: 5 additions & 0 deletions docs/en/stack/ml/anomaly-detection/geographic-anomalies.asciidoc
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Expand Up @@ -211,6 +211,11 @@ behavior:
image::images/ecommerce-anomaly-explorer-geopoint.jpg[A screenshot of an anomalous event in the eCommerce data in Anomaly Explorer]
// NOTE: This is an autogenerated screenshot. Do not edit it directly.

A "typical" value indicates a centroid of a cluster of previously observed
locations that is closest to the "actual" location at that time. For example,
there may be one centroid near the user's home and another near the user's
work place since there are many records associated with these distinct locations.

Likewise, there are time periods in the web logs sample data where there are
both unusually high sums of data transferred and unusual geographical
coordinates:
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