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in the paper associated with aorsf-bench, all benchmarks of variable importance were based on predicted survival probability. Since then, aorsf was updated to automatically use mortality predictions for VI computation because it was much simpler and didn't require specification of a prediction horizon. However, I think it would be ideal to retain the methods that were used in the paper, so I think it would be helpful to add an option to make variable importance for survival forests use predicted survival probability.
The text was updated successfully, but these errors were encountered:
bcjaeger
changed the title
allow survival predictions for VI?
allow survival predictions for VI
May 20, 2024
Something I noticed while updating
aorsf-bench
in response to bcjaeger/aorsf-bench#7 (👋 @darentsai):in the paper associated with
aorsf-bench
, all benchmarks of variable importance were based on predicted survival probability. Since then,aorsf
was updated to automatically use mortality predictions for VI computation because it was much simpler and didn't require specification of a prediction horizon. However, I think it would be ideal to retain the methods that were used in the paper, so I think it would be helpful to add an option to make variable importance for survival forests use predicted survival probability.The text was updated successfully, but these errors were encountered: