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Detect differences in float precision #59

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guerinclement opened this issue May 7, 2024 · 0 comments
Open

Detect differences in float precision #59

guerinclement opened this issue May 7, 2024 · 0 comments

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@guerinclement
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Description of Problem:
I have two datasets, one with a .2 precision floating point value, the other with .10 precision.
Despite the fact that these datasets are roughly the same, Eurybia outputs a 0.98 AUC.

Overview of the Solution:

Detect this kind of technical data mismatch and add a warning to the "Consistency Analysis" view.

Examples:

Blockers:

Definition of Done:

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