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Compute feature distributions for nominal attributes #2

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joaquinvanschoren opened this issue Jan 29, 2018 · 1 comment
Open

Compute feature distributions for nominal attributes #2

joaquinvanschoren opened this issue Jan 29, 2018 · 1 comment

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@joaquinvanschoren
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Currently the website shows no information on nominal attributes in a dataset with a numeric target.

See: https://www.openml.org/d/41022
Season, Series,... have no information om their distribution.

Looking at the code, we could extend models.AttributeStatistics
with a new function that returns something of the form
[[v1,v2,v3],[123],[234],[354]], i.e. the list of possible values and their corresponding counts.
That way they are in the same format as the class distributions.

Of course, something like [[v1,v2,v3],[123,234,354]] is also fine.

@janvanrijn
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Can you please review the current state of the Evaluation Engine and close this issue if this has been resolved?

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