Hi.
Thanks for your great work on SurvSHAP. I wanted to hear if it's possible for getting SurvSHAP values for predictions made on right-censored data? For example if we have a subject that so far has survived for 5 months, and we want to get SurvSHAP values for the prediction at 7 months (e.g. by using the Cox proportional hazards model). I could see that a correction to the survival function result has to be made in such cases (sebp/scikit-survival#128) and I was unsure of whether or not this impacts the SurvSHAP values for such a prediction. If yes, how can this be done?
Hi.
Thanks for your great work on SurvSHAP. I wanted to hear if it's possible for getting SurvSHAP values for predictions made on right-censored data? For example if we have a subject that so far has survived for 5 months, and we want to get SurvSHAP values for the prediction at 7 months (e.g. by using the Cox proportional hazards model). I could see that a correction to the survival function result has to be made in such cases (sebp/scikit-survival#128) and I was unsure of whether or not this impacts the SurvSHAP values for such a prediction. If yes, how can this be done?