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Add loss selection for fitting(in the scaling step) #64

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YooSunYoung opened this issue May 28, 2024 · 2 comments
Open

Add loss selection for fitting(in the scaling step) #64

YooSunYoung opened this issue May 28, 2024 · 2 comments

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@YooSunYoung
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@jokasimr suggested trying different loss functions for fitting.
Maybe it'll be convenient if a user can choose loss functions as well.

@jokasimr
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jokasimr commented May 28, 2024

If the data is noisy it makes sense to have something less sensitive to outliers. See the options here.

Imo it's better if we decide what loss is best for the application, based on what is reasonable in the context, otherwise the users might get too many knobs to turn.

@YooSunYoung
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It'll be mainly for IDS users and advanced users though. We can just set a default one for non-expert users.

At least until the workflow is settled. It's still being developed by IDS members.

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