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Currently, if we define skip_result it avoids updating distribution quantiles. This can change the impact on the anomaly score, although the anomaly probability remains the same.
Ideally, we need to change the behavior such that for skip_result, the algorithm behaves "normally", except it avoids writing records and changing aggregates.
I don't think we should introduce a third user-facing config option. Updating the model but not the quantiles just sounds wrong if the rule was set up to update the model but not write out any anomalies.
Currently, if we define
skip_result
it avoids updating distribution quantiles. This can change the impact on the anomaly score, although the anomaly probability remains the same.Ideally, we need to change the behavior such that for
skip_result
, the algorithm behaves "normally", except it avoids writing records and changing aggregates.\cc @tveasey
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