srowen commented on issue #26247: [SPARK-29566][ML] Imputer should support single-column input/output URL: https://github.com/apache/spark/pull/26247#issuecomment-546636472 Same comment -- it's OK for consistency, but I can also argue that one-hot-encoder and imputer more regularly are applied to many columns, so the current API is fine.
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