I have trained a model using autoML everything is ok. But this model is for healthcare therefore is very important the interpretability so I have used "iml" Package in combination with the ML model trained before in order to get local interpretation using Shapley algorithm, again everything is ok and results are awesome and very useful, the issue is the local interpretation is taking in average a minute for every observation and my population is about 100K rows this is about 100000 minutes for the entire cohort I have tried used "foreach" parallel library in R without success maybe my implementation is wrong I don't know. I really appreciate any advice. Thanks in advance.


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