[DOCS] Describe severity threshold and interval in anomaly table (elastic/x-pack-elasticsearch#2266)
* [DOCS] Describe severity threshold and interval in anomaly table * [DOCS] Describe aggregation in anomaly table * [DOCS] Fixed capitalization in ML getting started Original commit: elastic/x-pack-elasticsearch@d4224c9fe8
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@ -213,6 +213,12 @@ typical and actual values and the influencers that contributed to the anomaly.
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image::images/ml-gs-job2-explorer-table.jpg["Job results table"]
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image::images/ml-gs-job2-explorer-table.jpg["Job results table"]
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Notice that there are anomalies for both detectors, that is to say for both the
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Notice that there are anomalies for both detectors, that is to say for both the
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`high_mean(response)` and the `sum(total)` metrics in this time interval. By
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`high_mean(response)` and the `sum(total)` metrics in this time interval. The
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table aggregates the anomalies to show the highest severity anomaly per detector
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and entity, which is the by, over, or partition field value that is displayed
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in the **found for** column. To view all the anomalies without any aggregation,
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set the **Interval** to `Show all`.
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By
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investigating multiple metrics in a single job, you might see relationships
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investigating multiple metrics in a single job, you might see relationships
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between events in your data that would otherwise be overlooked.
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between events in your data that would otherwise be overlooked.
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@ -629,10 +629,21 @@ of the viewer. For example:
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[role="screenshot"]
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[role="screenshot"]
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image::images/ml-gs-job1-anomalies.jpg["Single Metric Viewer Anomalies for total-requests job"]
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image::images/ml-gs-job1-anomalies.jpg["Single Metric Viewer Anomalies for total-requests job"]
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For each anomaly you can see key details such as the time, the actual and
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For each anomaly you can see key details such as the time, the actual and
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expected ("typical") values, and their probability.
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expected ("typical") values, and their probability.
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By default, the table contains all anomalies that have a severity of "warning"
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or higher in the selected section of the timeline. If you are only interested in
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critical anomalies, for example, you can change the severity threshold for this
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table.
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The anomalies table also automatically calculates an interval for the data in
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the table. If the time difference between the earliest and latest records in the
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table is less than two days, the data is aggregated by hour to show the details
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of the highest severity anomaly for each detector. Otherwise, it is
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aggregated by day. You can change the interval for the table, for example, to
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show all anomalies.
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You can see the same information in a different format by using the
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You can see the same information in a different format by using the
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**Anomaly Explorer**:
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**Anomaly Explorer**:
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[role="screenshot"]
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[role="screenshot"]
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