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https://issues.apache.org/jira/browse/MATH-546?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nate Paymer updated MATH-546:
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Attachment: MATH-546.txt
I've a patch to fix this bug.
This is my first contribution to this project, so apologies if I've screwed
something up :)
> Truncation issue in KMeansPlusPlusClusterer
> -------------------------------------------
>
> Key: MATH-546
> URL: https://issues.apache.org/jira/browse/MATH-546
> Project: Commons Math
> Issue Type: Bug
> Affects Versions: 3.0
> Reporter: Nate Paymer
> Priority: Minor
> Labels: cluster
> Attachments: MATH-546.txt
>
>
> The for loop inside KMeansPlusPlusClusterer.chooseInitialClusters defines a
> variable
> int sum = 0;
> This variable should have type double, rather than int. Using an int causes
> the method to truncate the distances between points to (square roots of)
> integers. It's especially bad when the distances between points are
> typically less than 1.
> As an aside, in version 2.2, this bug manifested itself by making the
> clusterer return empty clusters. I wonder if the EmptyClusterStrategy would
> still be necessary if this bug were fixed.
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