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Hi @mdancho84,
I have created a PR to resolve some of the open issues related to recursive models. Basically I have applied a condition that when in the test dataset there are more levels in the id than in the stored train_tail, then this object is filtered with the same levels available in the test dataset.
Anything we discuss.
Regards,