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square / pysurvival

Open source package for Survival Analysis modeling
https://www.pysurvival.io/
Apache License 2.0
350 stars 106 forks source link

Hyperparameters tuning #24

Open AFSHINJAM opened 4 years ago

AFSHINJAM commented 4 years ago

Hello,

Thank you for your great package. I would like to know why there is no Hyperparameters tuning performed for any of the models and if you can add it to one of the methods such as DeepSurv so that we could do it for other methods by ourselves.

Thank you in advance,

Afshin

Programming-Skills commented 4 years ago

Wish that someone would reply to this!!

elopezfune commented 3 years ago

I just tried to maximize the C statistics for the Random Survival Forest model with respect to the hyper-parameters and it takes more than three days to give a result. I have a Corei7 MacBook Pro with 16Gb of ram, and still it is soooo slow.