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kNN detector defaults #760

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Tracked by #806
mauicv opened this issue Mar 17, 2023 · 0 comments
Open
Tracked by #806

kNN detector defaults #760

mauicv opened this issue Mar 17, 2023 · 0 comments
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@mauicv
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mauicv commented Mar 17, 2023

Set the default aggregator for the kNN detector to the top-k aggregator with k set to a sensible fraction (e.g. 1/3) of the number of detectors. The intuition here is that being extremely outlying in a small number of ways shouldn't be cancelled out by being inlying in the majority of ways.

Note: this is part of the outlier detector effort and refers to work done in #677.

@mauicv mauicv mentioned this issue Mar 17, 2023
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@mauicv mauicv self-assigned this Mar 17, 2023
@mauicv mauicv mentioned this issue Jun 12, 2023
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