The Univariate Flagging Algorithm (UFA): An interpretable approach for predictive modeling

In many data classification problems, a number of methods will give similar accuracy. However, when working with people who are not experts in data science such as doctors, lawyers, and judges among others, finding interpretable algorithms can be a critical success factor. Practitioners have a deep...

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Bibliographic Details
Main Authors: Sheth, Mallory (Author), Gerovitch, Albert S. (Author), Welsch, Roy E. (Author)
Other Authors: Sloan School of Management (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Public Library of Science (PLoS), 2020-03-31T18:58:56Z.
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