Github user wangyum commented on the issue: https://github.com/apache/spark/pull/17169 It seems has improved: https://github.com/apache/spark/blob/v2.4.0/mllib/src/main/scala/org/apache/spark/ml/feature/Bucketizer.scala#L91-L104
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