Anomaly Detection

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Anomaly Detection has 9 facts recorded in Dontopedia across 1 reference.

9 facts·8 predicates·1 sources

Mostly:has f1 score(1), has auroc(1), has recall(1)

Other facts (8)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

8 facts

Predicate	Value	Ref
Has F1 Score	0.993	[1]
Has Auroc	0.985	[1]
Has Recall	100	[1]
Has Parameter Count	119	[1]
Has Duration	1	[1]
Provides Early Warning Duration	13	[1]
Has Early Warning Unit	Hours	[1]
Precedes	Catastrophic Failure	[1]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

9 undated

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labelblah/watt-activation/512

Anomaly Detection

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hasF1Scoreblah/watt-activation/512

0.993

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hasAUROCblah/watt-activation/512

0.985

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hasRecallblah/watt-activation/512

100

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hasParameterCountblah/watt-activation/512

119

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hasDurationblah/watt-activation/512

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providesEarlyWarningDurationblah/watt-activation/512

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hasEarlyWarningUnitblah/watt-activation/512

ex:hours

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precedesblah/watt-activation/512

ex:catastrophic-failure

References (1)

1 references

[1]5129 facts
ctx:discord/blah/watt-activation/512
- full textwatt-activation-512
  text/plain2 KBdoc:agent/watt-activation-512/b9562690-d0ae-4a31-b0ba-f7ce99f7c320
  Show excerpt
  [2026-03-22 21:20] xenonfun: ⏺ MAE 9.77% — same as plain MSE (9.8%). The weighting doesn't hurt but doesn't help either for this dataset. The early-life predictions are already good because the CHON features naturally separate healthy fr…

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Anomaly Detection

Other facts (8)

Timeline

References (1)

See also

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