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[ML] False positives associated with multi-bucket features #477

@tveasey

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@tveasey

We've had a number of support tickets raised related to false positives associated with multi-bucket features. Some of these are related to not having appropriate visuals. However, it also seems like the default parametrisation may be too sensitive.

There are a couple of avenues (which are not mutually exclusive) to explore:

  1. User facing sensitivity controls.
  2. A different parameterisation for multi-bucket detection.
  3. More aggressively weighting the single vs multi-bucket contribution to the anomaly score.

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