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Check correlations between features #1

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sepro opened this issue Feb 12, 2024 · 0 comments
Open

Check correlations between features #1

sepro opened this issue Feb 12, 2024 · 0 comments
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enhancement New feature or request good first issue Good for newcomers

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sepro commented Feb 12, 2024

After the validation step (which checks if there are no missing values and if samples match), an additional check could be added that looks at PhiK correlations between features in the metadata and throw a warning if there are sufficiently strong correlations.

This should be an optional check, as for large project this might be time consuming.
@sepro sepro added enhancement New feature or request good first issue Good for newcomers labels Feb 12, 2024
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