Add prediction intervals - #3876
Merged
Merged
Conversation
…yx/evalml into ARIMA_prediction_intervals
chukarsten
requested review from
christopherbunn,
eccabay,
fjlanasa and
jeremyliweishih
and removed request for
jeremyliweishih
December 8, 2022 17:46
jeremyliweishih
left a comment
Collaborator
There was a problem hiding this comment.
Curious why we want to use prediction intervals for ARIMA in predict but rest looks good to me! Will approve once we discuss 😄
|
|
||
| prediction_interval_result = {} | ||
| for conf_int in coverage: | ||
| rolling_std = pd.Series(predictions).rolling(5).std().bfill() |
eccabay
suggested changes
Dec 13, 2022
eccabay
left a comment
Contributor
There was a problem hiding this comment.
This is fantastic work! 🎉 I have a bunch of cleanup and docstring comments, but the implementation overall is super.
christopherbunn
approved these changes
Dec 20, 2022
christopherbunn
left a comment
Contributor
There was a problem hiding this comment.
Some smaller things but LGTM
…/evalml into add_prediction_intervals
Merged
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
No description provided.