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Option to remove correlated features #163

Merged
merged 3 commits into from
Sep 11, 2024
Merged

Option to remove correlated features #163

merged 3 commits into from
Sep 11, 2024

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isabelcurioso
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  • Added a boolean parameter drop_correlated to remove correlated features in the correlated_features function
  • Updated the notebooks using this function

@dmfolgado
Improvements on the method to filter correlated features.
c001ee6 
Ensures backward compatibility to previous implementations. Add other correlation coefficients other than pearson. Add a dedicated unit test script.
@mbarandas mbarandas merged commit 222cde2 into dev Sep 11, 2024
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@dmfolgado dmfolgado linked an issue Sep 12, 2024 that may be closed by this pull request
Add an option to remove correlated features in-place. #166
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@dmfolgado dmfolgado dmfolgado approved these changes

@mbarandas mbarandas mbarandas approved these changes

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Add an option to remove correlated features in-place.
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@isabelcurioso @dmfolgado @mbarandas