Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6965477 | Accident Analysis & Prevention | 2015 | 12 Pages |
Abstract
This approach resulted in an overall accuracy of 87%, with consistently high positive predictive values across all two-digit BLS event categories including the very small categories (e.g., exposure to noise, needle sticks). The Naïve Bayes algorithms were able to identify and accurately machine code most narratives leaving only 32% (4853) for manual review. This strategy substantially reduces the need for resources compared with manual review alone.
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Authors
Helen R. Marucci-Wellman, Mark R. Lehto, Helen L. Corns,