Github user yinxusen commented on the issue: https://github.com/apache/spark/pull/11119 I agree that too long lineage would hurt performance and also unnecessary. How about cutting a lineage that is longer than 2? Namely, we only keep direct parent model when saving. Keeping direct parent model is clear enough for users to know from where the current model derived, meanwhile not too verbose.
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