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Multiclass: Adjusted and pythonized plotting functions in mlperformance.py #848

Merged
merged 25 commits into from
Dec 20, 2023
Merged

Multiclass: Adjusted and pythonized plotting functions in mlperformance.py #848

merged 25 commits into from
Dec 20, 2023

Commits on Dec 18, 2023

  1. Adjust paths in database and analysis type in yml. All steps for warm… 

    …-up.
    @saganatt
    saganatt committed Dec 18, 2023
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  2. Rename output folder after preprocess merge

    @saganatt
    saganatt committed Dec 18, 2023
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  3. Rename output folder after test-corr merge

    @saganatt
    saganatt committed Dec 18, 2023
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  4. Deactivate redundant steps for comparison

    @saganatt
    saganatt committed Dec 18, 2023
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  5. Settings for running all comparison plots

    @saganatt
    saganatt committed Dec 18, 2023
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  6. Multiple fixes in mlperformance. Still needs to improve ROC. Some pyt… 

    …honization in models.py, helper function in utilities_plot
    @saganatt
    saganatt committed Dec 18, 2023
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  7. Move roc_train_test

    @saganatt
    saganatt committed Dec 18, 2023
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  8. ROCs rewritten inspired by hipe4ml. TODO: proper use of ax as in prec… 

    …ision-recall, pylint, adjust optimiser
    @saganatt
    saganatt committed Dec 18, 2023
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  9. Use ax properties

    @saganatt
    saganatt committed Dec 18, 2023
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  10. Pylint fixes

    @saganatt
    saganatt committed Dec 18, 2023
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  11. Same function arguments for ovr and ovo. Move roc_train_test below al… 

    …l roc utilities
    @saganatt
    saganatt committed Dec 18, 2023
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  12. Adjust optimiser to updated plot functions

    @saganatt
    saganatt committed Dec 18, 2023
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  13. Rename output dir, enable learning curve

    @saganatt
    saganatt committed Dec 18, 2023
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  14. Runtime fixes

    @saganatt
    saganatt committed Dec 18, 2023
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  15. Added comment with old plot_overtraining code for comparison. To be i… 

    …nvestigated
    @saganatt
    saganatt committed Dec 18, 2023
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  16. Fix train-test swap in roc_train_test

    @saganatt
    saganatt committed Dec 18, 2023
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  17. Rename plot_overtraining -> plot_model_pred

    @saganatt
    saganatt committed Dec 18, 2023
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  18. Proper truth cond, y-axis label

    @saganatt
    saganatt committed Dec 18, 2023
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  19. Cleanup of miscellaneous plotting functions

    @saganatt
    saganatt committed Dec 18, 2023
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  20. Check also do cross val

    @saganatt
    saganatt committed Dec 18, 2023
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  21. Bigger font on some plots

    @saganatt
    saganatt committed Dec 18, 2023
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  22. Correct text placement

    @saganatt
    saganatt committed Dec 18, 2023
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  23. Remove local adjustments for PR

    @saganatt
    saganatt committed Dec 18, 2023
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  24. Do not use hardcoded random state in cross_validation_mse

    @saganatt
    saganatt committed Dec 18, 2023
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  25. Copyright notice

    @saganatt
    saganatt committed Dec 18, 2023
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