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random survival forest #19
Description
Good day. Is it possible to get SHAP values for random survival forest models with this package? For instance, those generated from randomForestSRC? Thank you very much.
Good day. Is it possible to get SHAP values for random survival forest models with this package? For instance, those generated from randomForestSRC? Thank you very much.
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mikolajsp commentedon Sep 7, 2022
Hey @mao223, thanks for showing interest in this package.
As random survival forests produce functional output it is difficult to apply the treeshap method directly, so this functionality isn't planned for now.
However, I encourage you to check out the survex package designed for explaining survival models. It implements the extension of survSHAP method for all survival models.
mayer79 commentedon Apr 24, 2026
@mao223 : ranger survival forests are supported by now. For randomForestSRC, we have another open issue #31. I am closing this issue here.