[BUG] Make outliers transforms fail on new segments with understandable error #1112
Description
🐛 Bug Report
Currently, DensityOutliersTransform, MedianOutliersTransform, PredictionIntervalOutliersTransform fail on new segments with some error. We want this error to be understandable like NotImplementedError in Sklearntransform.
Expected behavior
On new segments transforms fail with NotImplementedError.
There are tests on these transforms that check this error.
How To Reproduce
Run tests from #1077.
Environment
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Additional context
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Checklist
- Bug appears at the latest library version
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