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https://issues.apache.org/jira/browse/FLINK-31026?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Zhipeng Zhang reassigned FLINK-31026:
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Assignee: Fan Hong
> KBinsDiscretizer gives wrong bin edges when all values are same.
> ----------------------------------------------------------------
>
> Key: FLINK-31026
> URL: https://issues.apache.org/jira/browse/FLINK-31026
> Project: Flink
> Issue Type: Bug
> Components: Library / Machine Learning
> Reporter: Fan Hong
> Assignee: Fan Hong
> Priority: Major
> Labels: pull-request-available
> Fix For: ml-2.2.0
>
>
> Current implements gives bin edges of \{Double.MIN_VALUE, Double.MAX_VALUE}
> when all values are same.
> However, this bin cannot cover negative values and 0.
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