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This repo contains the analysis for the paper 
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["Interpretation of machine learning predictions for patient outcomes in electronic health records"](https://arxiv.org/abs/1903.12074)
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by William La Cava, Chris Bauer, Jason H. Moore, and Sarah A. Pendergrass.
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 - the `analysis/` folder contains the code to run the experiments. 
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 - the `notebooks/` folder contains the results analysis.
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 - the `results/` folder contains the raw results files.
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[Here is a link](https://drive.google.com/file/d/0B1iHrZwOcNdaLUNrdkJ6bEZlZm9xUXdOaTZ1clFtaEZlZHZv/view?usp=sharing) to my AMIA presentation.