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Dataset support for multi-target regression #2626

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PleaseNotAnotherUsername opened this issue Jul 10, 2023 · 2 comments
Open

Dataset support for multi-target regression #2626

PleaseNotAnotherUsername opened this issue Jul 10, 2023 · 2 comments
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ds Tasks suited for Data Scientists feature Feature update or code change to the package linear

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@PleaseNotAnotherUsername
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Datasets currently do not support multi-target regression, as only a single column can be passed for the target. It would be great if that could be incorporated.
There are many tests that can be relevant for this. Anything that has to do directly with the input features is of course relevant (though you can probably run these tests on a dataset without labels), but also correlation tests, outliers, etc.
@github-actions github-actions bot added needs triage Issue needs to be labeled and prioritized linear labels Jul 10, 2023
@noamzbr noamzbr added feature Feature update or code change to the package ds Tasks suited for Data Scientists and removed needs triage Issue needs to be labeled and prioritized labels Jul 19, 2023
@noamzbr
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noamzbr commented Jul 21, 2023

Thanks for the suggestion @PleaseNotAnotherUsername! Do you have any other "specialized" features in mind, apart from correlations tests between the different target columns?

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ds Tasks suited for Data Scientists feature Feature update or code change to the package linear
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