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...
Main Authors: | , , |
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Other Authors: | , |
Format: | Article |
Language: | English |
Published: |
Public Library of Science (PLoS),
2020-03-31T18:58:56Z.
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Subjects: | |
Online Access: | Get fulltext |