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Non-determinism in model estimation #17

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roehst opened this issue Nov 18, 2019 · 1 comment
Open

Non-determinism in model estimation #17

roehst opened this issue Nov 18, 2019 · 1 comment

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@roehst
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roehst commented Nov 18, 2019

Hi, for the MLTR and RandomSurvivalForest I get different estimates for survival probabilities on each run.

Is there any parameter to regulate training?

@bacalfa
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bacalfa commented Jan 31, 2020

I looked into it, made some code changes, and was able to get reproducible results within the same run (multiple calls to MLTR fit in the same script). But every time I run the script, I get another set of results. I believe it's related to PyTorch (pytorch/pytorch#7068), but even setting the seed in different places, I still can't get reproducible results in every run.

See this commit: a3b1d0d

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