Comments (2)
kefa23
commented on May 27, 2024
Update:
When I call get_models_with_weights(), more models are returned and the sum of the model weights equals 1 like that.
But I'm still confused why leaderboard(ensemble_only=True) and get_models_with_weights() return different things.
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eddiebergman
commented on May 27, 2024
Hi @kefa23,
I'm not sure and it sounds like a bug. I will keep this mind in the new reimplementation version whenever that is released! I apologise that I can't give you any more then that.
The bug likely stems from the fact that there's at least two sources of truths for config ids due to AutoSklearn's own config tracking and using SMAC's tracking (SMAC being the underlying Hyperparameter optimization tool).
Best,
Eddie
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