Don't refit onehot_encoder for validation data #132
Conversation
This file contains 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
Currently, this leads to a bug when validation data has fewer classes than the training data since the onehot_encoder will be fit to the validation data categories.
tobiasweede
approved these changes
Jun 27, 2022
tobiasweede
added a commit
to tobiasweede/sktime-dl
that referenced
this pull request
Jun 27, 2022
27 tasks
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Outdated suggestions cannot be applied.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.
Reference Issues/PRs
Fixes sktime/sktime#5864
What does this implement/fix? Explain your changes.
Currently, this leads to a bug when validation data has fewer classes
than the training data since the onehot_encoder will be fit to the
validation data categories.
Does your contribution introduce a new dependency? If yes, which one?
No new dependency