srowen commented on issue #22087: [SPARK-25097][ML] Support prediction on single instance in KMeans/BiKMeans/GMM URL: https://github.com/apache/spark/pull/22087#issuecomment-464964328 Ah good point on `labelCol`, otherwise it would work OK (`predict`'s type we could work around).
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