survival performance metrics post

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survival performance metrics post #283

Open topepo opened 1 year ago

topepo commented 1 year ago

This has (currently) broken links that will resolve when #282 is merged.

hfrick commented 1 year ago

todo

[ ] update links to the details article on performance metrics for survival models
[ ] update to CRAN versions (for all but censored and parsnip) before rendering

hfrick commented 1 year ago

I've taken out examples of turning event time or probabilities into the event/non-event format since those are now covered in the details article and instead just linked to that. That means that we don't show the code to produce the example ROC curve for eval time of 5 but I think there is value in focussing the (visible) code on how to calculate ROC AUC for all eval times, rather than walk through "too much detail" in this article.