Enhance error handling, logging, and add .gitignore for exclusions#2
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random-guy-05 wants to merge 5 commits intophysionetchallenges:mainfrom
Open
Enhance error handling, logging, and add .gitignore for exclusions#2random-guy-05 wants to merge 5 commits intophysionetchallenges:mainfrom
random-guy-05 wants to merge 5 commits intophysionetchallenges:mainfrom
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…for record processing errors
- Added .DS_Store to ignore macOS system files - Excluded Python cache files and virtual environment directories - Ignored model, holdout outputs, training data, holdout data, and scores.txt
- Added .DS_Store to ignore macOS system files - Excluded Python cache files and virtual environment directories - Ignored model, holdout outputs, training data, holdout data, and scores.txt
…ssifier and improve metadata handling
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Pull request overview
This PR substantially refactors the team submission code to improve robustness during feature extraction and model training/inference, and adds repository exclusions via .gitignore.
Changes:
- Expanded
team_code.pywith new feature engineering, model selection/CV, threshold tuning, and more defensive parsing. - Adjusted
evaluate_model.pyto coerce potentially complex-valued predictions to real values. - Added a
.gitignoreto exclude common local artifacts (venvs, outputs, model folders).
Reviewed changes
Copilot reviewed 2 out of 3 changed files in this pull request and generated 4 comments.
| File | Description |
|---|---|
team_code.py |
Major rewrite: new feature extraction pipeline, metadata handling, model selection + threshold tuning, and improved error messaging. |
evaluate_model.py |
Coerces prediction values via np.real() before casting to float. |
.gitignore |
Ignores OS junk, venvs, generated models/outputs/data folders, and scores.txt. |
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