Remove duplicate plot_test_predictions function
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- Dominant language
- Python
- Stars
- 6
- Forks
- 2
- Avg merge
- 20m
- Merged PRs (30d)
- 2
Description
Currently, the gaussian_process_regression and sensitivity_analysis modules both include a plot_test_predictions function, and the two functions are nearly identical. For example, both functions produce prediction inteval plots that include RMSE and coverage as text annotations, though the text appears in different places for the two plots.
I suggest we remove the function in the sensitivity_analysis module to standardize this plot across the repo and to reduce code duplication.
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Research direction
Compare the plot_test_predictions definitions in the gaussian_process_regression and sensitivity_analysis modules, then check how each module calls the function. Remove the duplicate from sensitivity_analysis so prediction interval plots use the standardized implementation, and run the repository's available tests or plotting checks to confirm the behavior is consistent.
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Assessment
- Tech stack
- python
- Domain
- data-visualization, machine-learning
- Issue type
- Refactor
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 72/100