Three-way ROCs

@article{Mossman1999ThreewayR,
  title={Three-way ROCs},
  author={D. Mossman},
  journal={Medical Decision Making},
  year={1999},
  volume={19},
  pages={78 - 89}
}
  • D. Mossman
  • Published 1999
  • Mathematics, Medicine
  • Medical Decision Making
Receiver operating characteristic (ROC) analysis traditionally has dealt with dichoto mous diagnostic tasks (e.g., determining whether a disorder is present or absent). Often, however, medical problems involve distinguishing among more than two diag nostic alternatives. This article extends ROC concepts to diagnostic enterprises with three possible outcomes. For a trichotomous decision task, one can plot a ROC surface on three-dimensional coordinates; the volume under the ROC surface (VUS… Expand
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