Browsing Sloan Working Papers by Author "Madigan, David"

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    • An Interpretable Stroke Prediction Model using Rules and Bayesian Analysis 

      Letham, Benjamin; Rudin, Cynthia; McCormick, Tyler H.; Madigan, David (2013-11-15)
      We aim to produce predictive models that are not only accurate, but are also interpretable to human experts. Our models are decision lists, which consist of a series of if...then... statements (for example, if high blood ...