Subgroup-specific cross-validation#55
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Lauren-EylerDang wants to merge 6 commits into
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Add subgroup-specific cross-validation folds
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Hi Lauren, your code seems related to the SOAK algorithm we recently published, https://onlinelibrary.wiley.com/doi/10.1002/sam.70055 |
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Hello,
I added a function folds_subgroup which allows for subgroup-specific cross-validation. In this case, the validation set is comprised entirely of the subgroup of interest, and the training set consists of the rest of the subgroup of interest and all other subgroups' data. I am using this function for a project where the goal is to train an optimal model for a subgroup while using data from other groups. This is my first pull request, so I apologize if there is anything I did not do correctly! I tried to follow the instructions and am happy to fix anything (eg formatting) as needed. Thank you!
-Lauren