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Feature Request: Allow observations with gaps #13

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guenhter opened this issue Jun 22, 2020 · 1 comment
Open

Feature Request: Allow observations with gaps #13

guenhter opened this issue Jun 22, 2020 · 1 comment
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enhancement New feature or request

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@guenhter
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Hi,

do you mind if we add the option to your kmeans to ignore gaps in observations.

The main issue we have is:
We have observations with a few hundred dimensions. Unfortunately, some of the observations have gaps but we still want to consider those observations. Currently, we just fill gaps with 0 what is actually not the right way because it falsifies the result. What we actually would like to have is, to ignore gaps, so we don't consider the particular dimension for that particular observation at all.

Does this make sense to you?

@muesli
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muesli commented Jul 6, 2020

Yes, I think that sounds reasonable.

@muesli muesli added the enhancement New feature or request label Oct 27, 2020
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