Improved sampling efficiency and conversion of coalitions to strings#426

Merged

martinju merged 57 commits intomasterfrom Lars/String_coalitions

Dec 19, 2024

+1,042-627

Commits on Dec 3, 2024

Started woerking on the change from integers to string. A lot of small hurdles that we did not think about.
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Commits on Dec 11, 2024

Change to whitespace seperated strings in Rcpp
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Ensure even number of coalitions when paired_shap_sampling is TRUE
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Update next iteration parameters
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Rcpp
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Updates to main shapley setup which now introduces strigns as the default version for sampling coalitions
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Started to simplify code
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Removed coalitions_tmp as it is no longer needed as coalitions_str is always a part of X.
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Wrong name in dt_valid_causal_coalitions.
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Change from comma separated to whitespace separated coaltions in the exact data table.
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Rewritten the sampling procedure for asymmetric Shapley value to the same form as the symmetric Shapley values and refactored the code to only have a single while loop. Having an if-else inside it …
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Added that timing inserts NA for missing values and do not count those when they are NA. Got some issues when I ran
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Commits on Dec 13, 2024

Commits on Dec 16, 2024

Commits on Dec 17, 2024

Commits on Dec 18, 2024