fix: exclude index columns from model fitting processes. #1138
Conversation
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
GarrettWu
approved these changes
Nov 12, 2024
| @@ -307,9 +307,11 @@ def create_model( | ||
| # Cache dataframes to make sure base table is not a snapshot | ||
| # cached dataframe creates a full copy, never uses snapshot | ||
| if y_train is None: | ||
| input_data = X_train.cache() | ||
| input_data = X_train.reset_index(drop=True).cache() |
There was a problem hiding this comment.
To be consistent, we may also want to drop index for other "create_model" methods. Even though those don't matter (as they only select specific column(s) to fit.
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Outdated suggestions cannot be applied.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.
Thank you for opening a Pull Request! Before submitting your PR, there are a few things you can do to make sure it goes smoothly:
Fixes #<issue_number_goes_here> 🦕