MetaLearnerGridSearch example

[FrancescMartiEscofetQC]

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Checklist

• Added a CHANGELOG.rst entry

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 94.91%. Comparing base (58c3741) to head (024e605).
Report is 35 commits behind head on main.

Additional details and impacted files

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  Coverage   94.91%   94.91%           
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  Files          15       15           
  Lines        1476     1476           
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  Hits         1401     1401           
  Misses         75       75           

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[kklein]

Thanks for working on this :)

Do you have an understanding of why certain hyperparameters in the grid are nans?

[FrancescMartiEscofetQC]

Do you have an understanding of why certain hyperparameters in the grid are nans?

Yes! This is because in this lines the variant_outcome_model is not a LGBMRegressor (a LinearRegression was chosen) therefore the n_estimators or verbose parameters are not defined. I think this default behaviour is nice as it makes clear when some parameter was not used.

[kklein]

Haha, of course. Let's blame it on the nearing weekend

[kklein]

Looking great :)

[kklein]

Is the illustration of this css-related box intentional?

[FrancescMartiEscofetQC]

Is the illustration of this css-related box intentional?

Unfortunately yes, it's to change the font size when displaying dataframes, if not it looks like this:

I tried using cell tags like remove-cell or remove-input as explained here but with remove-cell the code is not ran and therefore the font is too big and with remove-input it still shows the box but when extended it is empty (not sure if this option is better).

[kklein]

LGTM! :)