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Improve model selection #848

Merged
merged 13 commits into from
Feb 14, 2024
Merged

Improve model selection #848

merged 13 commits into from
Feb 14, 2024

Commits on Feb 6, 2024

  1. Restore _rlearner.py line endings 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
    @kbattocchi
    kbattocchi committed Feb 6, 2024
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  2. Pass discrete outcome to nested model 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
    @kbattocchi
    kbattocchi committed Feb 6, 2024
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Commits on Feb 12, 2024

  1. Add needs_fit property 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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    kbattocchi committed Feb 12, 2024
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  2. Enable pipeline handling during model selection 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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    kbattocchi committed Feb 12, 2024
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  3. Enable multiple nuisance fitting passes 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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    kbattocchi committed Feb 12, 2024
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  4. Use R2 score for ElasticNet model selection 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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    kbattocchi committed Feb 12, 2024
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  5. Extend string options for model selection 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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    kbattocchi committed Feb 12, 2024
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  6. Add model selection documentation 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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    kbattocchi committed Feb 12, 2024
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Commits on Feb 13, 2024

  1. Fix misc. errors flagged by flake8 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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    kbattocchi committed Feb 13, 2024
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  2. Always use generated folds for model selection 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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    kbattocchi committed Feb 13, 2024
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  3. Fix RidgeCV model selection 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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    kbattocchi committed Feb 13, 2024
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Commits on Feb 14, 2024

  1. Add model selection tests 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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    kbattocchi committed Feb 14, 2024
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  2. Update docstrings 

    Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
    @kbattocchi
    kbattocchi committed Feb 14, 2024
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