Add overfitting guards to autoresearch loop#2
Open
dalloliogm wants to merge 1 commit into
Open
Conversation
dalloliogm
commented
Apr 13, 2026
dalloliogm
commented
- Setup: create 80/20 dev/test split of valid CSVs and evaluate_holdout.py
- Log mean_train_auc alongside mean_valid_auc in results.tsv
- Discard experiments where train_auc - valid_auc > 0.05
- Run holdout evaluation every 10 experiments as unbiased checkpoint
- Setup: create 80/20 dev/test split of valid CSVs and evaluate_holdout.py - Log mean_train_auc alongside mean_valid_auc in results.tsv - Discard experiments where train_auc - valid_auc > 0.05 - Run holdout evaluation every 10 experiments as unbiased checkpoint Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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
1 participant
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.