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get_anomalies_confidence_interval should expect Pipeline
🚀 Feature Request
get_anomalies_confidence_interval should work with pipeline instead of model.
Motivation
This should expand possible option to find outliers.
Proposal
- In
get_anomalies_confidence_interval
:
- Change parameter
model
topipeline: Pipeline
- Set pipeline.quantiles equals to (lower_p, upper_p)
- In
PredictionIntervalOutliersTransform
:
- Change parameter
model
topipeline: Pipeline
in constructor - Change parameter
model
topipeline: Pipeline
in detect_outliers method
Test cases
No response
Alternatives
No response
Additional context
No response
Checklist
- [ ] I discussed this issue with ETNA Team
Waiting for in_sample
predictions in Pipeline