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def ObservationStabilizerWorker.update(self, *args, **kwargs) [source]
Update the contamination threshold and re-filter observations. Re-scores all observations under the new threshold using the fitted Isolation Forest (no re-fitting of the model).

Parameters

*args : Any
Positional arguments for the update process.
**kwargs : dict
Keyword arguments including the new threshold
(th_ol).

Returns

ObservationStabilizer
The updated instance with the new clean set.