Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/14834
@dbtsai For numClasses = 2, this conversion would involve copying half of
the array (since Vector constructors require Arrays, not views), and it would
mean doubling the size of the model. That's fine for small models but pretty
expensive for large ones---and it would happen on the driver.
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