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Perhaps we should make the label search a bit more interactive in real time. So when user gives parameters, we can interactively tell what will happen during search, and maybe we can even propose a different set of arguments for search.
I have noted that the labelling data slices are not well controlled, we should have clear guidance and/or controls over how the slices are generated.
I think most labels should overlap in some way to present more training examples for positive classes.
https://compose.alteryx.com/en/stable/user_guide/data_slice_generator.html?highlight=overlap#Data-Slices
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