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Data 1573 NumberOfClasses bug #607

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giuseppec opened this issue Jan 25, 2018 · 5 comments
Closed

Data 1573 NumberOfClasses bug #607

giuseppec opened this issue Jan 25, 2018 · 5 comments
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@giuseppec
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For https://www.openml.org/d/1573 NumberOfClasses is -1 .
Also, the visualization of the target should not be a boxplot, usually barplots are used to visualize discrete target values, shouldn't it ?

@joaquinvanschoren
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@janvanrijn: what is the correct behavior here?

Number of classes should be -1 (or NaN?) because the target is numeric, but if I reprocess it on the server (I just did), I get '2'.

Website: we use boxplots for all numeric features right now (i.e. if the ARFF says that they are numeric). We could change that if you think we really should - could take a while.

@janvanrijn
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janvanrijn commented Jan 25, 2018 via email

@joaquinvanschoren
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Don't think so? All other datasets with a numeric target have NumberOfClasses = -1?

@joaquinvanschoren
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Arguably, the ARFF is simply wrong here, and the 'class' attribute should be nominal.

@amueller amueller added the bug label Feb 7, 2018
@joaquinvanschoren
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fixed the dataset and uploaded a new version.

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